Aaditya Ramdas

activity

20152025

most citedFast Two-Sample Testing with Analytic Representations of Probability Measures

72 citations · 124 across the 14 of their papers we have counts for

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3 papers · 1 filter

cs.LG2021★ 2 cited

Off-policy Confidence Sequences

Nikos Karampatziakis, Paul Mineiro, Aaditya Ramdas

We develop confidence bounds that hold uniformly over time for off-policy evaluation in the contextual bandit setting. These confidence sequences are based on recent ideas from mar…

cs.LG2016

Asymptotic behavior of $ℓ_{p}$ -based Laplacian regularization in semi-supervised learning

Ahmed El Alaoui, Xiang Cheng, Aaditya Ramdas +2

Given a weighted graph with $N$ vertices, consider a real-valued regression problem in a semi-supervised setting, where one observes $n$ labeled vertices, and the task is to label…

cs.LG2015

Algorithmic Connections Between Active Learning and Stochastic Convex Optimization

Aaditya Ramdas, Aarti Singh

Interesting theoretical associations have been established by recent papers between the fields of active learning and stochastic convex optimization due to the common role of feedb…

Off-policy Confidence Sequences

Asymptotic behavior of ℓp​-based Laplacian regularization in semi-supervised learning

Algorithmic Connections Between Active Learning and Stochastic Convex Optimization

Asymptotic behavior of $ℓ_{p}$ -based Laplacian regularization in semi-supervised learning