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Seminar Series – Archive

Return to Current Seminar Schedule

Fall 2021

October 8, 2021
Uri Shalit
Technion – Israel Institute of Technology
Title: Causality-inspired machine learning
Host: Roy Fox
Abstract/Bio
October 22, 2021
Yanning Shen
UCI (EECS)
Title: Adaptive Online Scalable Learning with Graph Feedback
Host: Roy Fox
Abstract/Bio
October 29, 2021
Kaidi Xu
Drexel
Title: Neural Networks with Provable Robustness Guarantees
Host: Alfred Chen
Abstract/Bio
November 5, 2021
Sven Koenig
USC
Title: Multi-Agent Path Finding and Its Applications
Host: Rina Dechter
Abstract/Bio
November 12, 2021
Yolanda Gil
Information Sciences Institute, USC
Title: AI Systems as Authors of Scientific Papers: Implications for the Future of Scientific Research and Discovery
Host: Rina Dechter
Abstract/Bio
November 19, 2021
Francesco Restuccia
Northeastern
Title: Toward Data-Driven Self-Adaptive Spectrum-Aware Wireless Systems
Host: Marco Levorato
Abstract/Bio
December 13, 2021
Mohan Kankanhalli
School of Computing, National University of Singapore
Title: Privacy-aware Multimedia Analytics: Towards Digital Trust
Abstract/Bio

Winter 2022

January 14, 2022
Tanvir Ahmed Khan
University of Michigan
Title: Rescuing Data Center Processors
Host: Sangeetha Abdu Jyothi
Abstract/Bio
February 4, 2022
Petros Koumoutsakos
Harvard University
Title: Learning Algorithms and Complex systems: Alloys
Host: Pierre Baldi
Abstract/Bio
February 11, 2022
Martha White
University of Alberta
Title: Developing Reinforcement Learning Agents that Learn Many Subtasks
Abstract/Bio
February 18, 2022
George Varghese
UCLA
Title: Formal Methods for a Robust Network Ecosystem
Abstract/Bio
February 25, 2022
Judea Pearl
UCLA
Title: The Science of Causal and Effect: From Deep Learning to Deep Understanding
Abstract/Bio
March 4, 2022
Shafi Goldwasser
MIT/Berkeley
Title: The Right to Deny On-Line Activities
Abstract/Bio
March 11, 2022
David Forsyth
University of Illinois at Urbana-Champaign
Title: Learning Shading and Lighting Without Ground Truth
Abstract/Bio

Spring 2022

April 1, 2022
Zhiyun Qian
University of California, Riverside
Title: Fighting Vulnerabilities With Process, Insight, and Automation
Abstract/Bio
April 8, 2022
Yinyu Ye
Stanford University
Title: Geometric Aggregation of the Social Welfare in Resource Allocation
Abstract/Bio
April 22, 2022
Tim Kraska
MIT
Title: Towards instance-optimized data systems
Abstract/Bio
April 29, 2022
Rose Yu
UCSD
Title: Incorporating Inductive Biases in Deep Learning for Improved Generalization
Abstract/Bio
May 6, 2022
Cho-Jui Hsieh
UCLA
Title: Robustness Evaluation and Neural Network Verification
Abstract/Bio
May 13, 2022
Swabha Swayamdipta
USC
Title: Mapping and Generating Datasets for Robust Generalization
Abstract/Bio
May 20, 2022
Yeye He
Microsoft Research
Title: Towards automated data engineering
Abstract/Bio
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