IFML Seminar
IFML Seminar: 03/28/25 - Simple Binary Hypothesis Testing: One-shot Bayes Error Bounds and Reverse Data-processing Inequalities
Abstract: In this talk, we first discuss a new one-shot lower bound on the Bayes error in simple binary hypothesis testing. This bound leads to a new proof of the formula for the sample...
Upcoming Events
- March2812:15 - 1:15pm
IFML Seminar
Event DetailsAbstract: In this talk, we first discuss a new one-shot lower bound on the Bayes error in simple binary hypothesis...
- April412:15 - 1:15pm
IFML Seminar
Event DetailsAbstract: Self-play has powered breakthroughs in two-player and multiplayer games. In this talk, I show that self-play is a surprisingly...
- April1812:15 - 1:15pm
IFML Seminar
Event DetailsAbstract: Ill-posed inverse problems appear in many critical scientific imaging scenarios where the goal is to reconstruct cleaner images faster...
Past Events
- October83 - 4 pm
ML+ X Seminar
Event DetailsAbstract: Understanding how two datasets differ can help us determine whether one dataset under-represents certain sub-populations, and provides insights…
- October112 - 1 pm
Foundational Research Seminar
Event DetailsAbstract: Recent theoretical works on over-parameterized neural nets have focused on two aspects: optimization and generalization. Many existing works that…
- September33 - 4 pm
ML+ X Seminar
Event DetailsAbstract Reinforcement learning (RL) has gained popularity in the research community as a model-free and adaptive control paradigm for the...
- August302 - 3 pm
Foundational Research Seminar
Event DetailsThe talk will cover two complexity-theoretic results from optimization. We will review work on an accelerated algorithm (à la Nesterov)...
- August23throughAugust31
- July810 - 11 am
ML+ X Seminar
Event DetailsHow can we design AI to benefit society? In this talk, I will discuss the stakes involved in ensuring that...
