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“Halting Time is Predictable for Large Models: A Universality Property and Average-case Analysis” In this talk, I will present a framework for…
ORIE Colloquium - Courtney Paquette (McGill…
From Henry Lam
6 plays -
Yilun ChenTitle: Beating the curse of dimensionality in data-driven online decision-making Abstract: Data-driven online decision-making tasks arise frequently…
ORIE Colloquium - Yilun Chen/Benjamin Grimmer…
From Henry Lam
14 plays -
"Sparsity, Feature Selection and the Shapley Folkman Theorem” The Shapley Folkman theorem acts a central limit theorem for convexity: It shows that…
ORIE Colloquium: Alexandre d'Aspremont, May…
From Henry Lam
8 plays -
“MLE and the EM algorithm for Mixtures: Minimax Results” The Expectation-Maximization (EM) algorithm is a widely used tool for computing…
ORIE Colloquium: Constantine Caramanis…
From Henry Lam
10 plays -
A General Framework for Optimal Data-Driven Optimization” We propose a statistically optimal approach to construct data-driven decisions for stochastic…
ORIE Colloquium: Daniel Kuhn (College of…
From Henry Lam
2 plays -
“Online Assortment Optimization for Two-sided Matching Platforms” Motivated by online labor markets, we consider the online assortment optimization…
ORIE Colloquium: Daniela Saban (Stanford…
From Henry Lam
38 plays -
“Structure in Min-Max Optimization (and How to Use It!)” Min-max optimization problems have received significant recent renewed interest, due…
ORIE Colloquium: Jelena Diakonikolas…
From Henry Lam
40 plays -
“Using mean-field modeling to power experimentation” I will discuss a new approach to experimental design in large-scale stochastic systems with…
ORIE Colloquium: Kuang Xu (Standford), April 13,…
From Henry Lam
12 plays -
Lijun Ding Title: Low rank matrix optimization Abstract: This talk consists of two parts: (1) semidefinite programming with low rank…
ORIE Colloquium: Lijun Ding/Angela Zhou (Cornell…
From Henry Lam
15 plays -
Title: Power of Monte Carlo Methods: Tree-Search, Convergence and Stability Abstract: Monte Carlo methods, aka simulation-based methods, is a…
ORIE Colloquium: Qiaomin Xie (Cornell…
From Henry Lam
15 plays -
“Risk and robustness in RL: Nothing ventured, nothing gained” In this talk I will start from giving a broad overview of my research, focusing on the…
ORIE Colloquium: Shie Mannor (Technion), Feb. 23,…
From Henry Lam
10 plays -
“Diffusion Asymptotics for Sequential Experiment” We propose a new diffusion-asymptotic analysis for sequentially randomized experiments.…
ORIE Colloquium: Stefan Wager (Stanford…
From Henry Lam
9 plays -
“Limits of Robbins-Monro-type algorithms: From minimization to minimax optimization” Compared to ordinary function minimization problems, min-max…
ORIE Colloquium: Volkan Cevher (Swiss Federal…
From Henry Lam
20 plays
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