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Alessandro Rinaldo

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On Least Squares Estimation in Softmax Gating Mixture of Experts

Feb 05, 2024
Huy Nguyen, Nhat Ho, Alessandro Rinaldo

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Sharp high-probability sample complexities for policy evaluation with linear function approximation

May 30, 2023
Gen Li, Weichen Wu, Yuejie Chi, Cong Ma, Alessandro Rinaldo, Yuting Wei

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Mitigating multiple descents: A model-agnostic framework for risk monotonization

May 25, 2022
Pratik Patil, Arun Kumar Kuchibhotla, Yuting Wei, Alessandro Rinaldo

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E-detectors: a nonparametric framework for online changepoint detection

Mar 07, 2022
Jaehyeok Shin, Aaditya Ramdas, Alessandro Rinaldo

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The Performance of the MLE in the Bradley-Terry-Luce Model in $\ell_{\infty}$-Loss and under General Graph Topologies

Oct 20, 2021
Wanshan Li, Shamindra Shrotriya, Alessandro Rinaldo

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Lattice partition recovery with dyadic CART

May 27, 2021
Oscar Hernan Madrid Padilla, Yi Yu, Alessandro Rinaldo

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Optimal network online change point localisation

Jan 14, 2021
Yi Yu, Oscar Hernan Madrid Padilla, Daren Wang, Alessandro Rinaldo

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Nonparametric Estimation in the Dynamic Bradley-Terry Model

Feb 28, 2020
Heejong Bong, Wanshan Li, Shamindra Shrotriya, Alessandro Rinaldo

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On conditional versus marginal bias in multi-armed bandits

Feb 19, 2020
Jaehyeok Shin, Aaditya Ramdas, Alessandro Rinaldo

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Cryptocurrency Price Prediction and Trading Strategies Using Support Vector Machines

Nov 28, 2019
David Zhao, Alessandro Rinaldo, Christopher Brookins

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