MLDS Unit seminar, Akari Asai (University of Washington), Sean Welleck (University of Washington), Seminar Room C210

MLDS Unit seminar, Akari Asai (University of Washington), Sean Welleck (University of Washington), Seminar Room C210 (Hybrid)

[Seminar] MLDS Seminar 2023-5 by Dr. Makoto Yamada (Associate Professor, OIST), Ms. Terezie Sedlinska (PhD Student, OIST), Seminar Room L5D23

Speaker 1: Dr. Makoto Yamada, Associate Professor, OIST

Title: Approximating 1-Wasserstein Distance with Trees

Speaker 2: Ms. Terezie Sedlinska, PhD Student, OIST

Title:  Reinforcement learning behavioral modeling: Two studies of Pavlovian and operant valuation in humans and rats

[Seminar]MLDS Seminar 2023-4 by Mr. Tobias Freidling (University of Cambridge), Dr. Mohammad Sabokrou (Staff Scientist, OIST), Seminar Room L5D23

Speaker 1: Mr. Tobias Freidling, Ph. D. Student, University of Cambridge

Title: Sensitivity Analysis with the R^2-calculus

Speaker 2: Dr. Mohammad Sabokrou, Staff Scientist, OIST 

Title: Deep Learning Advancements in Anomaly Detection for Computer Vision

Joint Workshop IBISML,NC,BIO,MPS

IBISML, NC, BIO, MPS Joint Workshop, Onsite and Online

Information-Based Induction Sciences and Machine Learning (IBISML)
Technical Committee on Neurocomputing (NC)
Special Interest Group on Bioinformatics (SIGBIO)
Mathematical Modeling and Problem Solving (MPS)

[Seminar]MLDS Seminar 2023-3 by Mr. Guillaume Houry (Universite Paris-Saclay), Mr. Yuxan Wan (Michigan State Univ. ), Seminar Room L5DE23

Speaker 1: Mr. Guillaume Houry, Ph. D. Student, Universite Paris-Saclay

Title: Average complexity of Persitence Homology computing in Topological Data Analysis

Speaker 2: Yuxuan Wan, Ph. D. Student, Michigan State University

Title: Defense Against Gradient Leakage Attacks via Learning to Obscure Data

[Seminar]MLDS Seminar 2023-2 by Mr. Haoyu Han (Michigan State Univ.), Mr. Weijie Liu (Zhejiang Univ.), Seminar Room L5DE23

Speaker 1: Mr. Haoyu Han, Ph. D. Student, Michigan State University

Title: Alternately Optimized Graph Neural Networks

Speaker 2: Mr. Weijie Liu, Ph. D. Student, Zhejiang University

Title: Robust Graph Dictionary Learning

[Seminar] Metric Recovery from Unweighted k-NN Graphs by Ryoma Sato (Kyoto University), Seminar Room L5D23

Metric Recovery from Unweighted k-NN Graphs by Ryoma Sato (Kyoto University)

[Seminar] MLDS Seminar 2023-1by Mr. Pengfei He(Michigan State Univ.) and Mr. Yuki Takezawa(Kyoto Univ.), Seminar Room L5DE23

Speaker 1:Mr. Pengfei HE, Ph. D. Student, Michigan State University

 Title: Probabilistic Categorical Adversarial Attack

Speaker 2:Mr. Yuki TAKEZAWA, Ph.D. Student, Kyoto University

 Title: Beyond Exponential Graph: Communication-Efficient Topologies for Decentralized Learning via Finite-time Convergence 

[Seminar] Proper Losses, Moduli of Convexity, and Surrogate Regret Bounds, by Dr. Han Bao, Kyoto University

Assistant Professor Han Bao, Kyoto University, "Proper Losses, Moduli of Convexity, and Surrogate Regret Bounds" 

[Seminar] Expected Expressivity and Gradients of Maxout Networks by Ms. Hanna Tseran, MPI

Ms. Hanna Tseran, MPI, "Expected Expressivity and Gradients of Maxout Networks"