Vivek F. Farias

66 papers A* 10A 4B 2Misc 1Journal 44Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	E-GEO: A Testbed for Generative Engine Optimization in E-Commerce. CoRR Puneet S. Bagga, Vivek F. Farias, Tamar Korkotashvili, Tianyi Peng, Yuhang Wu
2025	J	`jnl`	Policy Optimization for Personalized Interventions in Behavioral Health. Manuf. Serv. Oper. Manag. Jackie Baek, Justin J. Boutilier, Vivek F. Farias, Jónas Oddur Jónasson, Erez Yoeli
2025	A*	`conf`	Self-Normalized Resets for Plasticity in Continual Learning. ICLR Vivek F. Farias, Adam Daniel Jozefiak
2025	A*	`conf`	Speeding up Policy Simulation in Supply Chain RL. ICML Vivek F. Farias, Joren Gijsbrechts, Aryan I. Khojandi, Tianyi Peng, Andrew Zheng
2025	J	`jnl`	The Limits to Learning a Diffusion Model. Manag. Sci. Jackie Baek, Vivek F. Farias, Andreea Georgescu, Retsef Levi, Tianyi Peng, Deeksha Sinha, Joshua Wilde, Andrew Zheng
2025	J	`jnl`	The Sign Estimator: LLM Alignment in the Face of Choice Heterogeneity. CoRR Ali Aouad, Aymane El Gadarri, Vivek F. Farias
2024	J	`jnl`	Fair Exploration via Axiomatic Bargaining. Manag. Sci. Jackie Baek, Vivek F. Farias
2024	J	`jnl`	Fixing Inventory Inaccuracies at Scale. Manuf. Serv. Oper. Manag. Vivek F. Farias, Andrew A. Li, Tianyi Peng
2024	J	`jnl`	Self-Normalized Resets for Plasticity in Continual Learning. CoRR Vivek F. Farias, Adam D. Jozefiak
2024	J	`jnl`	Speeding up Policy Simulation in Supply Chain RL. CoRR Vivek F. Farias, Joren Gijsbrechts, Aryan I. Khojandi, Tianyi Peng, Andrew Zheng
2023	A	`conf`	Correcting for Interference in Experiments: A Case Study at Douyin. RecSys Vivek F. Farias, Hao Li, Tianyi Peng, Xinyuyang Ren, Huawei Zhang, Andrew Zheng
2023	J	`jnl`	Correcting for Interference in Experiments: A Case Study at Douyin. CoRR Vivek F. Farias, Hao Li, Tianyi Peng, Xinyuyang Ren, Huawei Zhang, Andrew Zheng
2023	J	`jnl`	Generalized Synthetic Control for TestOps at ABI: Models, Algorithms, and Infrastructure. INFORMS J. Appl. Anal. Luis Costa, Vivek F. Farias, Patricio Foncea, Jingyuan (Donna) Gan, Ayush Garg, Ivo Rosa Montenegro, Kumarjit Pathak, Tianyi Peng, Dusan Popovic
2023	J	`jnl`	Policy Optimization for Personalized Interventions in Behavioral Health. CoRR Jackie Baek, Justin J. Boutilier, Vivek F. Farias, Jónas Oddur Jónasson, Erez Yoeli
2023	A	`conf`	TS-UCB: Improving on Thompson Sampling With Little to No Additional Computation. AISTATS Jackie Baek, Vivek F. Farias
2022	A*	`conf`	Markovian Interference in Experiments. NeurIPS Vivek F. Farias, Andrew A. Li, Tianyi Peng, Andrew Zheng
2022	J	`jnl`	Markovian Interference in Experiments. CoRR Vivek F. Farias, Andrew A. Li, Tianyi Peng, Andrew Zheng
2022	J	`jnl`	Optimistic Gittins Indices. Oper. Res. Vivek F. Farias, Eli Gutin
2022	J	`jnl`	Synthetically Controlled Bandits. CoRR Vivek F. Farias, Ciamac C. Moallemi, Tianyi Peng, Andrew Zheng
2022	A	`conf`	Uncertainty Quantification for Low-Rank Matrix Completion with Heterogeneous and Sub-Exponential Noise. AISTATS Vivek F. Farias, Andrew A. Li, Tianyi Peng
2021	J	`jnl`	Assortment Optimization Under Consider-Then-Choose Choice Models. Manag. Sci. Ali Aouad, Vivek F. Farias, Retsef Levi
2021	A*	`conf`	Fair Exploration via Axiomatic Bargaining. NeurIPS Jackie Baek, Vivek F. Farias
2021	J	`jnl`	Fair Exploration via Axiomatic Bargaining. CoRR Jackie Baek, Vivek F. Farias
2021	A*	`conf`	Learning Treatment Effects in Panels with General Intervention Patterns. NeurIPS Vivek F. Farias, Andrew A. Li, Tianyi Peng
2021	J	`jnl`	Learning Treatment Effects in Panels with General Intervention Patterns. CoRR Vivek F. Farias, Andrew A. Li, Tianyi Peng
2021	A*	`conf`	Near-Optimal Entrywise Anomaly Detection for Low-Rank Matrices with Sub-Exponential Noise. ICML Vivek F. Farias, Andrew A. Li, Tianyi Peng
2021	A*	`conf`	The Limits to Learning a Diffusion Model. EC Jackie Baek, Vivek F. Farias, Andreea Georgescu, Retsef Levi, Tianyi Peng, Deeksha Sinha, Joshua Wilde, Andrew Zheng
2021	J	`jnl`	Uncertainty Quantification For Low-Rank Matrix Completion With Heterogeneous and Sub-Exponential Noise. CoRR Vivek F. Farias, Andrew A. Li, Tianyi Peng
2020	J	`jnl`	Near-Optimal A-B Testing. Manag. Sci. Nikhil Bhat, Vivek F. Farias, Ciamac C. Moallemi, Deeksha Sinha
2020	A*	`conf`	Optimizing Offer Sets in Sub-Linear Time. EC Vivek F. Farias, Andrew A. Li, Deeksha Sinha
2020	J	`jnl`	Optimizing Offer Sets in Sub-Linear Time. CoRR Vivek F. Farias, Andrew A. Li, Deeksha Sinha
2020	J	`jnl`	Solving the Phantom Inventory Problem: Near-optimal Entry-wise Anomaly Detection. CoRR Vivek F. Farias, Andrew A. Li, Tianyi Peng
2020	J	`jnl`	TS-UCB: Improving on Thompson Sampling With Little to No Additional Computation. CoRR Jackie Baek, Vivek F. Farias
2020	J	`jnl`	The Limits to Learning an SIR Process: Granular Forecasting for Covid-19. CoRR Jackie Baek, Vivek F. Farias, Andreea Georgescu, Retsef Levi, Tianyi Peng, Deeksha Sinha, Joshua Wilde, Andrew Zheng
2019	J	`jnl`	Learning Preferences with Side Information. Manag. Sci. Vivek F. Farias, Andrew A. Li
2019	J	`jnl`	On the Efficacy of Static Prices for Revenue Management in the Face of Strategic Customers. Manag. Sci. Yiwei Chen, Vivek F. Farias, Nikolaos Trichakis
2019	J	`jnl`	Primal-Dual Algorithms for Order Fulfillment at Urban Outfitters, Inc. INFORMS J. Appl. Anal. John M. Andrews, Vivek F. Farias, Aryan I. Khojandi, Chad M. Yan
2018	J	`jnl`	Robust Dynamic Pricing with Strategic Customers. Math. Oper. Res. Yiwei Chen, Vivek F. Farias
2018	J	`jnl`	The Approximability of Assortment Optimization Under Ranking Preferences. Oper. Res. Ali Aouad, Vivek F. Farias, Retsef Levi, Danny Segev
2017	A	`conf`	Optimal Recovery of Tensor Slices. AISTATS Vivek F. Farias, Andrew A. Li
2017	J	`jnl`	The Impact of Delays on Service Times in the Intensive Care Unit. Manag. Sci. Carri W. Chan, Vivek F. Farias, Gabriel J. Escobar
2016	A*	`conf`	On the Efficacy of Static Prices for Revenue Management in the Face of Strategic Customers. EC Yiwei Chen, Vivek F. Farias
2016	—	`conf`	Optimistic Gittins Indices. NIPS Eli Gutin, Vivek F. Farias
2015	A*	`conf`	Robust Dynamic Pricing With Strategic Customers. EC Yiwei Chen, Vivek F. Farias
2013	J	`jnl`	A Nonparametric Approach to Modeling Choice with Limited Data. Manag. Sci. Vivek F. Farias, Srikanth Jagabathula, Devavrat Shah
2013	J	`jnl`	Fairness, Efficiency, and Flexibility in Organ Allocation for Kidney Transplantation. Oper. Res. Dimitris Bertsimas, Vivek F. Farias, Nikolaos Trichakis
2013	J	`jnl`	Simple Policies for Dynamic Pricing with Imperfect Forecasts. Oper. Res. Yiwei Chen, Vivek F. Farias
2012	J	`jnl`	Approximate Dynamic Programming via a Smoothed Linear Program. Oper. Res. Vijay V. Desai, Vivek F. Farias, Ciamac Cyrus Moallemi
2012	J	`jnl`	Model Predictive Control for Dynamic Resource Allocation. Math. Oper. Res. Dragos Florin Ciocan, Vivek F. Farias
2012	—	`conf`	Non-parametric Approximate Dynamic Programming via the Kernel Method. NIPS Nikhil Bhat, Ciamac C. Moallemi, Vivek F. Farias
2012	J	`jnl`	On the Efficiency-Fairness Trade-off. Manag. Sci. Dimitris Bertsimas, Vivek F. Farias, Nikolaos Trichakis
2012	J	`jnl`	Optimizing Intensive Care Unit Discharge Decisions with Patient Readmissions. Oper. Res. Carri W. Chan, Vivek F. Farias, Nicholas Bambos, Gabriel J. Escobar
2012	J	`jnl`	Pathwise Optimization for Optimal Stopping Problems. Manag. Sci. Vijay V. Desai, Vivek F. Farias, Ciamac Cyrus Moallemi
2012	Misc	`conf`	Sparse choice models. CISS Vivek F. Farias, Srikanth Jagabathula, Devavrat Shah
2011	J	`jnl`	The Irrevocable Multiarmed Bandit Problem. Oper. Res. Vivek F. Farias, Ritesh Madan
2011	J	`jnl`	The Price of Fairness. Oper. Res. Dimitris Bertsimas, Vivek F. Farias, Nikolaos Trichakis
2010	—	`conf`	A two tiered dynamic oligopoly model. BQGT Bar Ifrach, Vivek F. Farias, Gabriel Y. Weintraub
2010	J	`jnl`	Dynamic Pricing with a Prior on Market Response. Oper. Res. Vivek F. Farias, Benjamin Van Roy
2010	J	`jnl`	Universal reinforcement learning. IEEE Trans. Inf. Theory Vivek F. Farias, Ciamac Cyrus Moallemi, Benjamin Van Roy, Tsachy Weissman
2009	—	`conf`	A Data-Driven Approach to Modeling Choice. NIPS Vivek F. Farias, Srikanth Jagabathula, Devavrat Shah
2009	—	`conf`	A Smoothed Approximate Linear Program. NIPS Vijay V. Desai, Vivek F. Farias, Ciamac Cyrus Moallemi
2009	J	`jnl`	Stochastic Depletion Problems: Effective Myopic Policies for a Class of Dynamic Optimization Problems. Math. Oper. Res. Carri W. Chan, Vivek F. Farias
2007	J	`jnl`	Universal Reinforcement Learning CoRR Vivek F. Farias, Ciamac Cyrus Moallemi, Tsachy Weissman, Benjamin Van Roy
2006	J	`jnl`	Approximation algorithms for dynamic resource allocation. Oper. Res. Lett. Vivek F. Farias, Benjamin Van Roy
2005	B	`conf`	A universal scheme for learning. ISIT Vivek F. Farias, Ciamac C. Moallemi, Benjamin Van Roy, Tsachy Weissman
2005	B	`conf`	Load balancing with migration penalties. ISIT Vivek F. Farias, Ciamac C. Moallemi, Balaji Prabhakar