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Algorithms for Combinatorial and Corrupted Bandits, and Beyond

July 22, 2023

Computational 3D Genomics

May 17, 2023

Efficient Indexing for Querying Metric Spaces

May 8, 2023

Towards Optimal and Trustworthy Algorithms for Optimization in Games

May 5, 2023

Effective Machine Learning on Graphs

May 4, 2023

Automatic Partition-based Operator Fusion through Layer by Layer Optimization

May 1, 2023

Managing and Exploring GPS Trajectories

April 24, 2023

Large-scale Pre-trained Models: ChatGPT and Beyond

April 17, 2023

Prognostic Health Management (PHM) and Predictive Maintenance (PdM) via Off-line and On-line Data

April 10, 2023

Inference on Selected Subgroup: One Subgroup, Two Trials, and Three Evaluations

April 10, 2023

Policy Learning in Adaptive Experiments

April 1, 2023

Geometric Graph Neural Networks

March 20, 2023

Graph Convolutional Networks: Theory and Fundamentals

March 13, 2023

A Practical Introduction to Federated Learning

March 6, 2023

Learning Complex Structured Models in NLP

March 1, 2023

Toward Sustainable Cloud-edge Infrastructures through Data-driven Power Management

February 28, 2023

Performance Diagnosis and Optimization of Distributed DNN Training

February 27, 2023

Scalable Graph Processing Algorithms, Systems, and Impacts

February 27, 2023