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Eva: A Practical Second-order Optimization Method for Training Deep Neural Networks

October 10, 2023

Adventures in Distributed Asynchronous Optimization and Learning

September 26, 2023

MatrixOne: A Cloud Native HTASP Database

September 25, 2023

Simple is Enough: A Cascade Approximation for Attention-Based Satisficing Choice Models

September 18, 2023

New Technology for Digital Economy

September 12, 2023

Efficient and Scalable Systems for End-to-end Computing

September 11, 2023

Enhancing Traffic Safety: An Innovative Approach to Addressing Violations in Motion

September 4, 2023

Bridging Academia and Industry: The Evolution of Applying Decision Intelligence Optimization

July 25, 2023

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