22nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), San Francisco 2016
147 Videos · Aug 12, 2016
About
KDD 2016, a premier interdisciplinary conference, brings together researchers and practitioners from data science, data mining, knowledge discovery, large-scale data analytics, and big data.
Videos
Opening Ceremony
A Big Data Perspective
Oct 5, 2016
·
1758 views
Award Ceremony
Oct 5, 2016
·
3212 views
Opening Ceremony
Sep 28, 2016
·
1791 views
Keynote Talks
A VC View of Investing in ML
Aug 31, 2016
·
2383 views
Learning to learn and compositionality with deep recurrent neural networks
Aug 31, 2016
·
7167 views
Graphons and Machine Learning: Modeling and Estimation of Sparse Massive Network...
Aug 31, 2016
·
3486 views
The Evolving Meaning of Information Security
Aug 31, 2016
·
1749 views
People, Computers, and The Hot Mess of Real Data
Aug 31, 2016
·
2223 views
Plenary Panel
Is Deep Learning the New 42?
Aug 31, 2016
·
10222 views
Applied Data Science Invited Talks
Bayesian Optimization and Embedded Learning Systems
Sep 5, 2016
·
1826 views
Computational Social Science: Exciting Progress and Future Challenges
Sep 5, 2016
·
1673 views
Democratizing Consumer Identity: Data Science’s Answer to Facebook
Sep 5, 2016
·
1428 views
Large Scale Machine Learning at Verizon: Theory and Applications
Sep 5, 2016
·
2534 views
Big Data Tools and Solutions: The Myths and the Reality
Sep 5, 2016
·
1744 views
Can You Teach The Elephant To Dance? AKA: Culture Eats Data Science for Breakfas...
Sep 5, 2016
·
1605 views
The Wisdom of Crowds: Best Practices for Data Prep & Machine Learning derived fr...
Sep 5, 2016
·
1765 views
The Dirty Little Secret of Enterprise Data
Sep 5, 2016
·
1449 views
It’s About Time
Sep 5, 2016
·
1514 views
Accelerating the Race to Autonomous Cars
Sep 5, 2016
·
1543 views
Big Data Needs Big Dreamers: Lessons from successful Big Data investors
Sep 5, 2016
·
1585 views
Learning Sparse Models at Scale
Sep 5, 2016
·
1448 views
How Machine Learning has Finally Solved Wanamaker’s Dilemma
Sep 5, 2016
·
1521 views
Tutorials
Extracting Optimal Performance From Dynamic Time Warping
Sep 9, 2016
·
3430 views
Business Applications of Predicitive Modeling at Scale
Sep 9, 2016
·
2054 views
Mining Reliable Information from Passively and Actively Crowdsourced Data
Sep 9, 2016
·
2450 views
Scalable Learning of Graphical Models
Sep 9, 2016
·
1983 views
Collective Sensemaking via Social Sensors: Extracting, Profiling, Analyzing, and...
Sep 9, 2016
·
2214 views
Algorithmic Bias: From Discrimination Discovery to Fairness-Aware Data Mining
Sep 9, 2016
·
2346 views
Healthcare Data Mining with Matrix Models
Sep 9, 2016
·
2407 views
Leveraging Propagation for Data Mining: Models, Algorithms and Applications
Sep 9, 2016
·
2116 views
IoT Big Data Stream Mining
Sep 9, 2016
·
2422 views
Lifelong Machine Learning and Computer Reading the Web
Sep 9, 2016
·
2464 views
Hands-On Tutorials
Scalable R on Spark
Sep 16, 2016
·
3404 views
MXNet
Sep 16, 2016
·
2278 views
Introduction to Spark 2.0
Sep 16, 2016
·
2429 views
Getting Started with Amazon Web Services Bootcamp
Sep 16, 2016
·
1479 views
Building Recommender Systems using Photon ML
Sep 16, 2016
·
3782 views
Streaming Analytics
Sep 16, 2016
·
1670 views
Big Natural Language Data Processing
Sep 16, 2016
·
1648 views
CNTK - Microsoft’s open-source deep-learning toolkit
Sep 16, 2016
·
3850 views
Applied Data Science Session: Social Good - I
Firebird: Predicting Fire Risk and Prioritizing Fire Inspections in Atlanta
Sep 22, 2016
·
1744 views
Aircraft Trajectory Prediction made easy with Predictive Analytics
Sep 22, 2016
·
1507 views
Identifying Police Officers at Risk of Adverse Events
Sep 22, 2016
·
1503 views
Catch Me If You Can: Detecting Pickpocket Suspects from Large-Scale Transit Reco...
Sep 22, 2016
·
1429 views
Dynamic and Robust Wildfire Risk Prediction System: An Unsupervised Approach
Sep 22, 2016
·
1139 views
Applied Data Science Session: Recommendations and Ranking
Contextual Intent Tracking for Personal Assistants
Sep 22, 2016
·
1655 views
An Empirical Study on Recommendation with Multiple Types of Feedback
Sep 22, 2016
·
1528 views
Minimizing Legal Exposure for High-Tech Companies through Collaborative Filterin...
Sep 22, 2016
·
1259 views
Collaborative Knowledge Base Embedding for Recommender Systems
Sep 22, 2016
·
1874 views
Ranking Relevance in Yahoo Search
Sep 22, 2016
·
1406 views
Applied Data Science Session: Social Networks and Social Media
EMBERS at 4 years: Experiences operating an Open Source Indicators Forecasting S...
Sep 22, 2016
·
1281 views
Email Volume Optimization at LinkedIn
Sep 22, 2016
·
2120 views
Engagement Capacity and Engaging Team Formation for Reach Maximization of Online...
Sep 22, 2016
·
1248 views
Identifying Decision Makers from Professional Social Networks
Sep 22, 2016
·
1451 views
Audience Expansion for Online Social Network Advertising
Sep 22, 2016
·
1120 views
Applied Data Science Session: Machine Learning Algorithms
Deep Crossing: Web-Scale Modeling without Manually Crafted Combinatorial Feature...
Sep 22, 2016
·
1883 views
Online dual decomposition for performance and delivery-based distributed ad allo...
Sep 22, 2016
·
1377 views
Matrix Computations and Optimization in Apache Spark
Sep 22, 2016
·
1347 views
GLMix: Generalized Linear Mixed Models For Large Scale Response Prediction
Sep 22, 2016
·
1435 views
Boosted Decision Tree Regression Adjustment for Variance Reduction of Online Con...
Sep 22, 2016
·
1485 views
Applied Data Science Session: Systems and Experimentation
Evaluating Mobile App Release
Sep 22, 2016
·
1302 views
Question Independent Grading using Machine Learning: The Case of Computer Progra...
Sep 22, 2016
·
1321 views
Data-Driven Metric Development for Online Controlled Experiments: Seven Lessons ...
Sep 22, 2016
·
1676 views
Predicting Disk Replacement towards Reliable Data Centers
Sep 22, 2016
·
1443 views
Anomaly Detection Using Program Control Flow Graph Mining from Execution Logs
Sep 22, 2016
·
1449 views
Applied Data Science Session: E-Commerce
Large-Scale Item Categorization in e-Commerce Using Multiple Recurrent Neural Ne...
Sep 22, 2016
·
1594 views
From Online Behaviors to Offline Retailing
Sep 22, 2016
·
1424 views
Predictors without Borders: Behavioral Modeling of Product Adoption in Three Dev...
Sep 22, 2016
·
1323 views
Repeat Buyer Prediction for E-Commerce
Sep 22, 2016
·
1555 views
An Engagement-Based Customer Lifetime Value System for E-commerce
Sep 22, 2016
·
1487 views
Research Session: Graphs and Rich Data
CatchTartan: Representing and Summarizing Dynamic Multicontextual Behaviors
Sep 25, 2016
·
1640 views
FRAUDAR: Bounding Graph Fraud in the Face of Camouflage
Sep 25, 2016
·
1537 views
Graph Wavelets via Sparse Cuts
Sep 25, 2016
·
1505 views
Compact and Scalable Graph Neighborhood Sketching
Sep 25, 2016
·
1440 views
QUINT: On Query-Specific Optimal Networks
Sep 25, 2016
·
1390 views
Research Session: Graphs and Social Networks - I
Robust Influence Maximization
Sep 25, 2016
·
1414 views
Robust Influence Maximization
Sep 25, 2016
·
1388 views
Come-and-Go Patterns of Group Evolution: A Dynamic Model
Sep 25, 2016
·
1455 views
Structural Neighborhood based Classification of Nodes in a Network
Sep 25, 2016
·
1374 views
Asymmetric Transitivity Preserving Graph Embedding
Sep 25, 2016
·
1640 views
Research Session: Graphs and Social Networks - II
Joint Community and Structural Hole Spanner Detection via Harmonic Modularity
Sep 25, 2016
·
1913 views
Inferring Network Effects from Observational Data
Sep 25, 2016
·
1489 views
Sampling of Attributed Networks From Hierarchical Generative Models
Sep 25, 2016
·
1307 views
FASCINATE: Fast Cross-Layer Dependency Inference on Multi-layered Networks
Sep 25, 2016
·
1586 views
FINAL: Fast Attributed Network Alignment
Sep 25, 2016
·
1374 views
Research Session: Clustering
Skinny-dip: Clustering in a Sea of Noise
Sep 25, 2016
·
1200 views
Targeted Topic Modeling for Focused Analysis
Sep 25, 2016
·
1338 views
Dynamic Clustering of Streaming Short Documents
Sep 25, 2016
·
1541 views
Structured Doubly Stochastic Matrix for Graph Based Clustering
Sep 25, 2016
·
1781 views
AnyDBC: An Efficient Anytime Density-based Clustering Algorithm for Very Large C...
Sep 25, 2016
·
1206 views
Research Session: Unsupervised Learning and Anomaly Detection
Semi-Markov Switching Vector Autoregressive Model-based Anomaly Detection in Avi...
Sep 25, 2016
·
1401 views
Ranking Causal Anomalies via Temporal and Dynamical Analysis on Vanishing Correl...
Sep 25, 2016
·
1317 views
Overcoming key weaknesses of Distance-based Neighbourhood Methods using a Data D...
Sep 25, 2016
·
1434 views
Partial Label Learning via Feature-Aware Disambiguation
Sep 25, 2016
·
1562 views
Modeling Precursors for Event Forecasting via Nested Multi-Instance Learning
Sep 25, 2016
·
1432 views
Research Session: Supervised Learning
Privacy-preserving Class Ratio Estimation
Sep 25, 2016
·
1379 views
Extreme Multi-label Loss Functions for Reommencdation, Tagging, Ranking & Other ...
Sep 25, 2016
·
1504 views
Robust Extreme Multi-label Learning
Sep 25, 2016
·
1569 views
Annealed Sparsity via Adaptive and Dynamic Shrinking
Sep 25, 2016
·
1267 views
"Why Should I Trust you?" Explaining the Predictions of Any Classifier
Sep 25, 2016
·
2311 views
Research Session: User-Behavior Modeling
Just One More: Modeling Binge Watching Behavior
Sep 25, 2016
·
1264 views
Predicting Matchups and Preferences in Context
Sep 25, 2016
·
1455 views
Assessing Human Error Against a Benchmark of Perfection
Sep 25, 2016
·
1543 views
Rebalancing Bike Sharing Systems: A Multi-source Data Smart Optimization
Sep 25, 2016
·
1618 views
Taxi Driving Behavior Analysis in Latent Vehicle-to-Vehicle Networks: A Social I...
Sep 25, 2016
·
1968 views
Research Session: Large-Scale Data Mining
XGBoost: A Scalable Tree Boosting System
Sep 27, 2016
·
2800 views
Towards Optimal Cardinality Estimation of Unions and Intersections with Sketches
Sep 27, 2016
·
1449 views
Communication Efficient Distributed Kernel Principal Component Analysis
Sep 27, 2016
·
1334 views
Fast Memory-efficient Anomaly Detection in Streaming Heterogeneous Graphs
Sep 27, 2016
·
1372 views
PTE: Enumerating Trillion Triangles On Distributed Systems
Sep 27, 2016
·
1278 views
Research Session: Streams and Temporal Evolution - I
Positive Unlabeled Learning in Streaming Networks
Sep 27, 2016
·
1740 views
TRIEST: Counting Local and Global Triangles in Fully-Dynamic Streams with Fixed ...
Sep 27, 2016
·
1184 views
Temporal Order-based First-Take-All Hashing for Fast Attention-Deficit-Hyperacti...
Sep 27, 2016
·
1382 views
NetCycle: Collective Evolution Inference in Heterogeneous Information Networks
Sep 27, 2016
·
1335 views
Approximate Personalized PageRank on Dynamic Graphs
Sep 27, 2016
·
1276 views
Research Session: Streams and Temporal Evolution - II
GMove: Group-Level Mobility Modeling using Geo-Tagged Social Media
Sep 27, 2016
·
1562 views
A multiple test correction for streams and cascades of statistical hypothesis te...
Sep 27, 2016
·
1437 views
A Subsequence Interleaving Model for Sequential Pattern Mining
Sep 27, 2016
·
1138 views
Continuous Experience-aware Language Model
Sep 27, 2016
·
2024 views
Research Session: Deep Learning and Embedding
Structural Deep Network Embedding
Sep 27, 2016
·
1867 views
ABRA: Approximating Betweenness Centrality in Static and Dynamic Graphs with Rad...
Sep 27, 2016
·
1332 views
node2vec: Scalable Feature Learning for Networks
Sep 27, 2016
·
2434 views
DeepIntent: Learning Attentions for Online Advertising with Recurrent Neural Net...
Sep 27, 2016
·
2078 views
Smart Reply: Automated Response Suggestion for Email
Sep 27, 2016
·
1702 views
Research Session: Recommender System
When Social Influence Meets Item Inference
Sep 27, 2016
·
1343 views
Point-of-Interest Recommendations: Learning Potential Check-ins from Friends
Sep 27, 2016
·
1705 views
Towards Conversational Recommender Systems
Sep 27, 2016
·
2141 views
Goal-Directed Inductive Matrix Completion
Sep 27, 2016
·
1526 views
The Limits of Popularity-Based Recommendations, and the Role of Social Ties
Sep 27, 2016
·
1235 views
Research Session: Sequence Mining
Regime Shifts in Streams: Real-time Forecasting of Co-evolving Time Sequences
Sep 27, 2016
·
1696 views
Lexis: An Optimization Framework for Discovering the Hierarchical Structure of S...
Sep 27, 2016
·
1587 views
Unified Point-of-Interest Recommendation with Temporal Interval Assessment
Sep 27, 2016
·
1649 views
Keeping it Short and Simple: Summarising Complex Event Sequences with Multivaria...
Sep 27, 2016
·
1195 views
Mining Subgroups with Exceptional Transition Behavior
Sep 27, 2016
·
1315 views
Research Session: Optimization
Robust Large-Scale Machine Learning in the Cloud
Sep 27, 2016
·
1786 views
Revisiting Random Binning Feature: Fast Convergence and Strong Parallelizability
Sep 27, 2016
·
1382 views
Accelerating Online CP Decompositions for Higher Order Tensors
Sep 27, 2016
·
1489 views
Generalized Hierarchical Sparse Model for Arbitrary-Order Interactive Antigenic ...
Sep 27, 2016
·
1352 views
Networking Session: Data Science of China @ KDD 2016
Urban Computing: Using Big Data to Tackle Urban Challenges
Nov 7, 2016
·
1302 views
Network Representation: A Revisit in the Big Data Era
Nov 7, 2016
·
1877 views
Mining Brain Networks
Nov 7, 2016
·
1413 views
Graph Processing and Mining in the Era of Big Data
Nov 7, 2016
·
1428 views
Big Data Analytics in Science
Nov 7, 2016
·
1981 views
People Analytics in Human Resources
Nov 7, 2016
·
1453 views
Data Science Tools and Platforms for Business Applications
Nov 7, 2016
·
1528 views
AMiner: Toward Understanding Big Scholar Data
Nov 7, 2016
·
1439 views
Mining Structures from Massive Text Corpora
Nov 7, 2016
·
1626 views