24th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), London 2018
164 Lectures · Aug 18, 2018
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KDD 2018, a premier interdisciplinary conference, brings together researchers and practitioners from data science, data mining, knowledge discovery, large-scale data analytics, and big data.
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Uploaded videos:
Keynote Talks
Data for good
Sep 24, 2018
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859 Views
Data Science for Financial Applications
Sep 24, 2018
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1191 Views
Market Design and Computerized Marketplaces
Sep 24, 2018
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640 Views
On Big Data Learning for Small Data Problems
Sep 24, 2018
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1163 Views
KDD 2018 Plenary Panel
KDD Plenary Panel: Societal Impact of Data Science and Artificial Intelligence
Nov 23, 2018
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1043 Views
Applied Data Science Invited Talks, Commerce and Financial Applications
Data Science at Flipkart - An Indian E-Commerce company
Sep 24, 2018
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1348 Views
Humans, Jobs, and the Economy: The Future of Finance in the Age of Big Data
Sep 24, 2018
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610 Views
Computational Advertising at Scale
Sep 24, 2018
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738 Views
Applied Data Science Invited Talks, Consumer Internet Applications
Building Nearline Contextual Recommendations for Active Communities on LinkedIn
Sep 24, 2018
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514 Views
The Pinterest Approach to Machine Learning
Sep 24, 2018
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830 Views
Challenges and Innovations in Building a Product Knowledge Graph
Sep 24, 2018
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1089 Views
Applied Data Science Invited Talks, Data Science Infrastructure
SysML: On System and Algorithm co-design and Automatic Machine Learning
Sep 24, 2018
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984 Views
Algorithms, Data, Hardware and Tools - a Perfect Storm
Sep 24, 2018
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1341 Views
Software 2.0 and Snorkel: Beyond Hand-Labeled Data
Sep 24, 2018
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914 Views
Applied Data Science Invited Talks, Novel Applications
Planet-Scale Land Cover Classification With FPGAs
Sep 24, 2018
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711 Views
Data Science and Entertainment Production
Sep 24, 2018
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1235 Views
The U.S. Census Bureau Adopts Differential Privacy
Sep 24, 2018
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799 Views
Applied Data Science Track Session (ADS1) Commerce and Profiling
I Know You'll Be Back: Interpretable New User Clustering and Churn Prediction on...
Nov 23, 2018
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631 Views
Perceive Your Users in Depth: Learning Universal User Representations from Multi...
Nov 23, 2018
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497 Views
E‑tail Product Return Prediction via Hypergraph‑based Local Graph Cut
Nov 23, 2018
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570 Views
OpenTag: Open Attribute Value Extraction from Product Profiles
Nov 23, 2018
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692 Views
Learning and Transferring IDs Representation in E‑commerce
Nov 23, 2018
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562 Views
Applied Data Science Track Session (ADS2) Planning and Forecasting in Finance and Commerce
Large‑Scale Order Dispatch in On‑Demand Ride‑Hailing Platforms: A Learning and P...
Nov 23, 2018
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501 Views
Customized Regression Model for Airbnb Dynamic Pricing
Nov 23, 2018
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497 Views
Audience Size Forecasting: Fast and Smart Budget Planning for Media Buyers
Nov 23, 2018
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524 Views
Optimization of a SSP’s Header Bidding Strategy using Thompson Sampling
Nov 23, 2018
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365 Views
Applying the Delta method in metric analytics: A practical guide with novel idea...
Nov 23, 2018
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545 Views
Applied Data Science Track Session (ADS3) Ranking and Making Recommendations
Online Parameter Selection for Web-based Ranking Problems
Nov 23, 2018
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521 Views
Near Real‑time Optimization of Activity‑based Notifications
Nov 23, 2018
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398 Views
Real‑time Personalization using Embeddings for Search Ranking at Airbnb
Nov 23, 2018
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782 Views
Graph Convolutional Neural Networks for Web‑Scale Recommender Systems
Nov 23, 2018
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877 Views
Q&R: A Two‑Stage Approach toward Interactive Recommendation
Nov 23, 2018
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583 Views
Applied Data Science Track Session (ADS4) Urban Planning
WattHome: A Data‑driven Approach for Energy Efficiency Analytics at City‑scale
Nov 23, 2018
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555 Views
Towards Station‑Level Demand Prediction for Effective Rebalancing in Bike‑Sharin...
Nov 23, 2018
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417 Views
Du‑Parking: Spatio‑Temporal Big Data Tells You Realtime Parking Availability
Nov 23, 2018
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567 Views
Detecting Vehicle Illegal Parking Events using Sharing Bikes' Trajectories
Nov 23, 2018
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424 Views
Where Will Dockless Shared Bikes be Stacked? ‑‑‑ Parking Hotspots Detection in a...
Nov 23, 2018
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398 Views
Applied Data Science Track Session (ADS5) Safety
Using Machine Learning to Assess the Risk of and Prevent Water Main Breaks
Nov 23, 2018
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860 Views
Detecting Spacecraft Anomalies Using LSTMs and Nonparametric Dynamic Thresholdin...
Nov 23, 2018
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912 Views
Explaining Aviation Safety Incidents Using Deep Temporal Multiple Instance Learn...
Nov 23, 2018
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753 Views
ActiveRemediation: The Search for Lead Pipes in Flint, Michigan
Nov 23, 2018
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572 Views
A Dynamic Pipeline for Spatio-Temporal Fire Risk Prediction
Nov 23, 2018
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851 Views
Applied Data Science Track Session (ADS6) Texts, Images and Videos
Corpus Conversion Service: A Machine Learning Platform to Ingest Documents at Sc...
Nov 23, 2018
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753 Views
Rare Query Expansion Through Generative Adversarial Networks in Search Advertisi...
Nov 23, 2018
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692 Views
Collaborative Deep Metric Learning for Video Understanding
Nov 23, 2018
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778 Views
Name Disambiguation in AMiner: Clustering, Maintenance, and Human in the Loop
Nov 23, 2018
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603 Views
Rosetta: Large Scale System for Text Detection and Recognition in Images
Nov 23, 2018
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485 Views
Applied Data Science Track Session (ADS7) Medicine and Healthcare
TATC: Predicting Alzheimer's Disease with Actigraphy Data
Nov 23, 2018
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674 Views
Estimating Glaucomatous Visual Sensitivity from Retinal Thickness with Pattern‑B...
Nov 23, 2018
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500 Views
Accelerating Prototype‑Based Drug Discovery using Conditional Diversity Networks
Nov 23, 2018
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419 Views
Releasing eHealth Analytics into the Wild: Lessons Learnt from the SPHERE Projec...
Nov 23, 2018
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381 Views
Detection of Apathy in Alzheimer Patients by Analysing Visual Scanning Behaviour...
Nov 23, 2018
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471 Views
Applied Data Science Track Session (ADS8) Natural Sciences, Sport, and the Application of Controlled Experiments
False Discovery Rate Controlled Heterogeneous Treatment Effect Detection for Onl...
Nov 23, 2018
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584 Views
Winner's Curse: Bias Estimation for Total Effects of Features in Online Controll...
Nov 23, 2018
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402 Views
Automatic Discovery of Tactics in Spatio‑Temporal Soccer Match Data
Nov 23, 2018
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554 Views
Using Rule‑Based Labels for Weak Supervised Learning
Nov 23, 2018
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765 Views
PrePeP – A Tool for the Identification and Characterization of Pan Assay Interfe...
Nov 23, 2018
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599 Views
Research Track Session (RT1) Deep Learning I
Subspace Network: Deep Multi-Task Censored Regression for Modeling Neurodegenera...
Nov 23, 2018
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690 Views
Voxel Deconvolutional Networks for 3D Brain Image Labeling
Nov 23, 2018
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399 Views
Deep Variational Network Embedding in Wasserstein Space
Nov 23, 2018
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557 Views
Exact and Consistent Interpretation for Piecewise Linear Neural Networks: A Clos...
Nov 23, 2018
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739 Views
Towards Explanation of DNN‑based Prediction with Guided Feature Inversion
Nov 23, 2018
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727 Views
Research Track Session (RT2) Reinforcement Learning
Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learni...
Nov 23, 2018
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677 Views
Investor‑Imitator: A Framework for Trading Knowledge Extraction
Nov 23, 2018
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591 Views
Transcribing Content from Structural Images with Spotlight Mechanism
Nov 23, 2018
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350 Views
IntelliLight: a Reinforcement Learning Approach for Intelligent Traffic Light Co...
Nov 23, 2018
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643 Views
Supervised Reinforcement Learning with Recurrent Neural Network for Dynamic Trea...
Nov 23, 2018
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724 Views
Research Track Session (RT3) Matrices, Kernels and Sketches
Active Feature Acquisition with supervised Matrix Completition
Nov 23, 2018
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583 Views
Discrete Ranking based Matrix Factorization with Self Paced Learning
Nov 23, 2018
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485 Views
SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenot...
Nov 23, 2018
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482 Views
Disturbance Grassmann Kernels for Subspace Based Learning
Nov 23, 2018
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680 Views
Optimal Distributed Submodular Optimization via Sketching
Nov 23, 2018
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380 Views
High order Proximity Preserving Information Network Hashing
Nov 23, 2018
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464 Views
Research Track Session (RT4) Temporal and Spatial Data Mining I
A Dual Markov Chain Topic Model for Dynamic Environments
Nov 23, 2018
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557 Views
Stock AssIstant: A Stock AI Assistant for Reliability Modeling of Stock Comments
Nov 23, 2018
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462 Views
You Are How You Drive: Peer and Temporal-Aware Representation Learning for Drivi...
Nov 23, 2018
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558 Views
Exploring the Urban Region-of-Interest through the Analysis of Online Map Search...
Nov 23, 2018
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669 Views
Decoupled Learning for Factorial Marked Temporal Point Processes
Nov 23, 2018
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496 Views
Research Track Session (RT5) Graph and Social Network I
Graph Classification using Structural Attention
Nov 23, 2018
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532 Views
SpotLight: Detecting Anomalies in Streaming Graphs
Nov 23, 2018
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659 Views
Adversarial Attacks on Neural Networks for Graph Data
Nov 23, 2018
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1116 Views
Multi-Round Influence Maximization
Nov 23, 2018
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531 Views
EvoGraph: An Effective and Efficient Graph Upscaling Method for Preserving Graph...
Nov 23, 2018
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412 Views
Research Track Session (RT6) Deep Learning II
XiaoIce Band: A Melody and Arrangement Generation Framework for Pop Music
Nov 23, 2018
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420 Views
Cost‑Effective Training of Deep CNNs with Active Model Adaptation
Nov 23, 2018
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718 Views
Smoothed Dilated Convolutions for Improved Dense Prediction
Nov 23, 2018
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718 Views
Learning Deep Network Representations with Adversarially Regularized Autoencoder...
Nov 23, 2018
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680 Views
Deep r‑th Root Rank Supervised Joint Binary Embedding for Multivariate Time Seri...
Nov 23, 2018
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755 Views
Research Track Session (RT7) Temporal and Spatial Data Mining II
Geographical Hidden Markov Tree for Flood Extent Mapping
Nov 23, 2018
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528 Views
Dynamic Bike Reposition: A Spatio‑Temporal Reinforcement Learning Approach
Nov 23, 2018
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706 Views
Simultaneous Urban Region Function Discovery and Popularity Estimation Via an In...
Nov 23, 2018
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565 Views
REST: A Reference‑based Framework for Spatio‑temporal Trajectory Compression
Nov 23, 2018
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564 Views
Efficient Similar Region Search with Deep Metric Learning
Nov 23, 2018
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575 Views
Research Track Session (RT8) Graph and Social Network II
Node Similarity with q-Grams for Real-World Labeled Networks
Nov 23, 2018
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371 Views
LARC: Learning Activity-Regularized Overlapping Communities Across Time
Nov 23, 2018
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463 Views
NetLSD: Hearing the Shape of a Graph
Nov 23, 2018
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376 Views
Opinion Dynamics with Varying Susceptibility to Persuasion
Nov 23, 2018
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443 Views
FASTEN: Fast Sylvester Equation Solver for Graph Mining
Nov 23, 2018
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575 Views
Network Connectivity Optimization: Fundamental Limits and Effective Algorithms
Nov 23, 2018
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525 Views
Research Track Session (RT9) Supervised Learning I
Unlearn What You Have Learned: Adaptive Crowd Teaching with Exponentially Decaye...
Nov 23, 2018
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694 Views
Calibrated Multi‑Task Learning
Nov 23, 2018
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539 Views
Modeling Task Relationships in Multi‑task Learning with Multi‑gate Mixture‑of‑Ex...
Nov 23, 2018
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512 Views
Complex Object Classification: A Multi‑Modal Multi‑Instance Multi‑Label Deep Net...
Nov 23, 2018
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454 Views
Feedback‑Guided Anomaly Discovery via Online Optimization
Nov 23, 2018
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427 Views
Research Track Session (RT10) Recommenders I
Leveraging Meta‑path based Context for Top N recommendation with Co‑attention me...
Nov 23, 2018
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409 Views
Efficient Attribute Recommendation with Probabilistic Guarantee
Nov 23, 2018
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385 Views
Ranking Distillation: Learning Compact Ranking Models With High Performance for ...
Nov 23, 2018
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403 Views
Algorithms for Hiring and Outsourcing in the Online Labor Market
Nov 23, 2018
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438 Views
Multi‑Pointer Co‑Attention Networks for Recommendation
Nov 23, 2018
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462 Views
Research Track Session (RT11) Representation and Embedding I
Multi-Type Itemset Embedding for Learning Behaviour Success
Nov 23, 2018
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470 Views
Multi-Label Learning with Highly Incomplete Data via Collaborative Embedding
Nov 23, 2018
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554 Views
Learning Representations of Ultrahigh-dimensional Data for Random Distance-based...
Nov 23, 2018
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534 Views
Interactive Paths Embedding for Semantic Proximity Search on Heterogeneous Graph...
Nov 23, 2018
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422 Views
Concept-Bridges: Uncovering Bridges Based on Biomedical Concept Evolution
Nov 23, 2018
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518 Views
Research Track Session (RT12) Recommenders II
Local Latent Space Models for Top-N Recommendation
Nov 23, 2018
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395 Views
STAMP: Short‑Term Attention/Memory Priority Model for Session‑based Recommendati...
Nov 23, 2018
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678 Views
Multi-User Mobile Sequential Recommendation: An Efficient Parallel Computing Par...
Nov 23, 2018
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362 Views
Trajectory-driven Influential Billboard Placement
Nov 23, 2018
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419 Views
Offline Evaluation of Ranking Policies with Click Models
Nov 23, 2018
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595 Views
xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Sy...
Nov 23, 2018
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978 Views
Research Track Session (RT13) Representation and Embedding II
Hierarchical Taxonomy Aware Network Embedding
Nov 23, 2018
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502 Views
Finding Similar Exercises in Online Education Systems
Nov 23, 2018
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861 Views
Arbitrary-Order Proximity Preserved Network Embedding
Nov 23, 2018
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459 Views
NetWalk: A Flexible Deep Embedding Approach for Anomaly Detection in Dynamic Net...
Nov 23, 2018
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561 Views
Deep Recursive Network Embedding with Regular Equivalence
Nov 23, 2018
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490 Views
Embedding Temporal Network via Neighborhood Formation
Nov 23, 2018
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625 Views
Research Track Session (RT14) Supervised Learning II
Stable Prediction across Unknown Environments
Nov 23, 2018
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745 Views
A Treatment Engine by Predicting Next‑Period Prescriptions
Nov 23, 2018
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493 Views
Training Big Random Forests with Little Resources
Nov 23, 2018
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557 Views
R2SDH: Robust Rotated Supervised Discrete Hashing
Nov 23, 2018
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692 Views
Adversarial Detection with Model Interpretation
Nov 23, 2018
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854 Views
Risk Prediction on Electronic Healthcare Records with Prior Medical Knowledge
Nov 23, 2018
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756 Views
Research Track Session (RT15) Semi‑supervised and Transfer Learning
Multi-view Adversarially Learned Inference for Cross-domain Joint Distribution M...
Nov 23, 2018
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535 Views
Learning Adversarial Networks for Semi-Supervised Text Classification via Policy...
Nov 23, 2018
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940 Views
Scalable Active Learning by Approximated Error Reduction
Nov 23, 2018
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477 Views
Learning Dynamics of Decision Boundaries without Additional Labeled Data
Nov 23, 2018
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535 Views
Towards mitigating the class-imbalance problem for partial label learning
Nov 23, 2018
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523 Views
Research Track Session (RT16) Unsupervised Learning I
TaxoGen: Unsupervised Topic Taxonomy Construction by Adaptive Term Embedding and...
Nov 23, 2018
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661 Views
Discovering Non‑Redundant K‑means Clusterings in Optimal Subspaces
Nov 23, 2018
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474 Views
Scalable k‑Means Clustering via Lightweight Coresets
Nov 23, 2018
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594 Views
TextTruth: An Unsupervised Approach to Discover Trustworthy Information from Mul...
Nov 23, 2018
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565 Views
TruePIE: Discovering Reliable Patterns in Pattern‑Based Information Extraction
Nov 23, 2018
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469 Views
Research Track Session (RT17) Methodology I
Count‑Min: Optimal Estimation and Tight Error Bounds using Empirical Error Distr...
Nov 23, 2018
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363 Views
Metric Learning from Probabilistic Labels
Nov 23, 2018
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474 Views
Sequences of Sets
Nov 23, 2018
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377 Views
A Unified Approach to Quantifying Algorithmic Unfairness: Measuring Individual &...
Nov 23, 2018
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392 Views
PCA by Determinant Optimization has no Spurious Local Optima
Nov 23, 2018
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340 Views
Research Track Session (RT18) Unsupervised Learning II
Spectral Clustering of Large-scale Data by Directly Solving Normalized Cut
Nov 23, 2018
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572 Views
Multiview Clustering via Adaptively Weighted Procrustes
Nov 23, 2018
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483 Views
Scalable Spectral Clustering Using Random Binning Features
Nov 23, 2018
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530 Views
Model-based Clustering of Short Text Streams
Nov 23, 2018
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458 Views
MiSoSouP: Mining Interesting Subgroups with Sampling and Pseudodimension
Nov 23, 2018
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533 Views
Research Track Session (RT19) Knowledge Discovery
Dynamic Embeddings for User Profiling in Twitter
Nov 23, 2018
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523 Views
TINET: Learning Invariant Networks via Knowledge Transfer
Nov 23, 2018
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541 Views
Can Who‑Edits‑What Predict Edit Survival
Nov 23, 2018
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482 Views
An Efficient Two‑Layer Mechanism for Privacy‑Preserving Truth Discovery
Nov 23, 2018
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414 Views
Generalized Score Functions for Causal Discovery
Nov 23, 2018
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521 Views
R‑VQA: Learning Visual Relation Facts with Semantic Attention for Visual Questio...
Nov 23, 2018
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595 Views
Research Track Session (RT20) Methodology II
Learning and Interpreting Complex Distributions in Empirical Data
Nov 23, 2018
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497 Views
New Robust Metric Learning Model Using Maximum Correntropy Criterion
Nov 23, 2018
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354 Views
Data Diff: Interpretable, Executable Summaries of Changes in Distributions for D...
Nov 23, 2018
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511 Views
Concentrated Differentially Private Gradient Descent with Adaptive per‑Iteration...
Nov 23, 2018
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400 Views
FAHES: A Robust Disguised Missing Values Detector
Nov 23, 2018
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355 Views
HeavyGuardian: Separate and Guard Hot Items in Data Streams
Nov 23, 2018
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510 Views