IFML Seminar
IFML Seminar: 09/11/26 - Robust Statistical Estimators with Bounded Empirical Sensitivity
Abstract: We introduce a new measure of robustness for statistical estimators, which we call \emph{empirical sensitivity}. An estimator $\hat\theta$ has bounded empirical sensitivity if, with high probability over a dataset $X = (X_1, \dots...
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- 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...
- June2810 - 11 am
ML+ X Seminar
Event DetailsComputers that can understand and communicate in human language is a foundational goal of AI and has many applications that...
- June1410 - 11 am
ML+ X Seminar
Event DetailsArtificial Intelligence and Machine Learning have grown in popularity recently, fueled by recent successes in several domains, including image recognition…
