IFDS

MLOpt @ UWash: Steve Mussmann
2022-10-14 13:30 - 14:30 (America/Los_Angeles) | University of Washington, Seattle, 185 E Stevens Way NE, Seattle, WA, 98195-2350, United States
Title: Data pruning via Machine Teaching
Abstract: In this talk, I discuss the problem of data pruning: given a fully labeled dataset and a training procedure, select a subset such that training on that subset yields approximately the same test performance as training on the full dataset. I present our algorithm, inspired by recent work in machine teaching. Through experimental results and theoretical analysis, we find that machine teaching is an effective paradigm for data pruning.
Virtual option available via IFDS mailing list.

SILO: Jong Wook Kim
2022-10-12 12:30 (America/Chicago)
Jong Wook Kim

IFDS Ideas Forum: Jordan Ellenberg
2022-10-10 12:30 - 13:30 (America/Chicago) | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
Why pure mathematicians should care about machine learning

SILO: Pedro Morgado
2022-10-05 12:30 (America/Chicago)
Pedro Morgado

IFDS Ideas Forum: Jakwang Kim and Nicolás García Trillos
2022-10-03 12:30 - 13:30 (America/Chicago) | McArdle 1109
The multimarginal optimal transport formulation of adversarial multiclass classification

SILO: Chris Rycroft
2022-09-28 12:30 (America/Chicago)
Chris Rycroft

SILO: Tom Goldstein
2022-09-21 12:30 (America/Chicago)
Tom Goldstein

IFDS Ideas Forum: Meet the Postdocs!
2022-09-19 12:30 - 13:30 (America/Chicago) | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
All eight postdocs

SILO: Neural Collapse in Deep Net Training
2022-09-14 12:30 (America/Chicago)
XY Han

IFDS Special Interest Group Bazaar
2022-09-12 12:30 - 13:30 (America/Chicago) | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
Jerry Zhu, Greg Canal, Keith Levin

SILO: Peter Stone
2022-09-07 12:30 (America/Chicago)
Peter Stone

IFDS Workshop on Distributional Robustness in Data Science
2022-08-04 00:00 - 2022-08-06 23:59 (America/Chicago) | University of Washington, Seattle, 185 E Stevens Way NE, Seattle, WA, 98195-2350, United States

PIMS-IFDS-NSF Summer School in Optimal Transport
2022-06-20 00:00 - 2022-07-01 23:59 (America/Chicago) | University of Washington, Seattle, 185 E Stevens Way NE, Seattle, WA, 98195-2350, United States

IFDS Ideas Forum
2022-05-09 14:00 (America/Chicago)
Solution Structure Utilization for Efficient Optimization and Large-scale Machine Learning

Solution Structure Utilization for Efficient Optimization and Large-scale Machine Learning
2022-05-09 12:30 - 13:30 (America/Chicago)
Speaker: Ching-pei Lee

SILO: Qing Liu
2022-05-04 12:30 - 13:30 (America/Chicago) | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States

IFDS Ideas Forum
2022-05-02 14:00 (America/Chicago)
Not sure yet

IFDS Ideas Forum: RA Talk
2022-05-02 12:30 - 13:30 (America/Chicago) | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
Speaker: Liu Yang

Speaker: Nayoung Lee

SILO: Dan Roy
2022-04-27 12:30 - 13:30 (America/Chicago) | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States

IFDS Ideas Forum
2022-04-25 14:00, 2022-04-18 14:00 (America/Chicago)
IFDS RA talk

IFDS Ideas Forum: RA Talk
2022-04-25 12:30 - 13:30 (America/Chicago) | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
Speaker: Sijia Fang

Speaker: Shubham Bharti

SILO: Misha Belkin
2022-04-20 12:30 - 13:30 (America/Chicago) | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States

IFDS Ideas Forum: RA talk
2022-04-18 12:30 - 13:30 (America/Chicago) | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
Speaker: Jiaxin Hu

Speaker: Yuchen Zeng

SILO: Mihaela van der Schaar
2022-04-13 12:30 - 13:30 (America/Chicago) | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States

IFDS Ideas Forum
2022-04-11 14:00 (America/Chicago)
Not sure yet, but I will come up with something

IFDS Ideas Forum:
2022-04-11 12:30 - 13:30 (America/Chicago) | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
Speaker: Vivak Patel

SILO: Jessi Cisewski-Kehe
2022-04-06 12:30 - 13:30 (America/Chicago) | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States

IFDS Ideas Forum
2022-04-04 14:00 (America/Chicago)
GALAXY: Graph-based Active Learning at the Extreme

IFDS Ideas Forum: GALAXY: Graph-based Active Learning at the Extreme
2022-04-04 12:30 - 13:30 (America/Chicago) | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
Speaker: Jifan Xhang
