Vivek F. Farias

According to our database, Vivek F. Farias authored at least 49 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Fixing Inventory Inaccuracies at Scale.

Vivek F. Farias, Andrew A. Li, Tianyi Peng

Manuf. Serv. Oper. Manag., 2024

Fair Exploration via Axiomatic Bargaining.

Jackie Baek, Vivek F. Farias

Manag. Sci., 2024

Self-Normalized Resets for Plasticity in Continual Learning.

Vivek F. Farias, Adam D. Jozefiak

CoRR, 2024

Speeding up Policy Simulation in Supply Chain RL.

Vivek F. Farias, Joren Gijsbrechts, Aryan I. Khojandi, Tianyi Peng, Andrew Zheng

CoRR, 2024

2023

Generalized Synthetic Control for TestOps at ABI: Models, Algorithms, and Infrastructure.

Luis Costa, Vivek F. Farias, Patricio Foncea, Jingyuan (Donna) Gan, Ayush Garg, Ivo Rosa Montenegro, Kumarjit Pathak, Tianyi Peng, Dusan Popovic

INFORMS J. Appl. Anal., 2023

Policy Optimization for Personalized Interventions in Behavioral Health.

Jackie Baek, Justin J. Boutilier, Vivek F. Farias, Jónas Oddur Jónasson, Erez Yoeli

CoRR, 2023

Correcting for Interference in Experiments: A Case Study at Douyin.

Vivek F. Farias, Hao Li, Tianyi Peng, Xinyuyang Ren, Huawei Zhang, Andrew Zheng

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

TS-UCB: Improving on Thompson Sampling With Little to No Additional Computation.

Jackie Baek, Vivek F. Farias

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Optimistic Gittins Indices.

Vivek F. Farias, Eli Gutin

Oper. Res., November, 2022

Synthetically Controlled Bandits.

Vivek F. Farias, Ciamac Moallemi, Tianyi Peng, Andrew Zheng

CoRR, 2022

Markovian Interference in Experiments.

Vivek F. Farias, Andrew A. Li, Tianyi Peng, Andrew Zheng

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Uncertainty Quantification for Low-Rank Matrix Completion with Heterogeneous and Sub-Exponential Noise.

Vivek F. Farias, Andrew A. Li, Tianyi Peng

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Assortment Optimization Under Consider-Then-Choose Choice Models.

Ali Aouad, Vivek F. Farias, Retsef Levi

Manag. Sci., 2021

The Limits to Learning a Diffusion Model.

Jackie Baek, Vivek F. Farias, Andreea Georgescu, Retsef Levi, Tianyi Peng, Deeksha Sinha, Joshua Wilde, Andrew Zheng

Proceedings of the EC '21: The 22nd ACM Conference on Economics and Computation, 2021

Learning Treatment Effects in Panels with General Intervention Patterns.

Vivek F. Farias, Andrew A. Li, Tianyi Peng

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Near-Optimal Entrywise Anomaly Detection for Low-Rank Matrices with Sub-Exponential Noise.

Vivek F. Farias, Andrew A. Li, Tianyi Peng

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Near-Optimal A-B Testing.

Nikhil Bhat, Vivek F. Farias, Ciamac C. Moallemi, Deeksha Sinha

Manag. Sci., 2020

Solving the Phantom Inventory Problem: Near-optimal Entry-wise Anomaly Detection.

Vivek F. Farias, Andrew A. Li, Tianyi Peng

CoRR, 2020

The Limits to Learning an SIR Process: Granular Forecasting for Covid-19.

Jackie Baek, Vivek F. Farias, Andreea Georgescu, Retsef Levi, Tianyi Peng, Deeksha Sinha, Joshua Wilde, Andrew Zheng

CoRR, 2020

Optimizing Offer Sets in Sub-Linear Time.

Vivek F. Farias, Andrew A. Li, Deeksha Sinha

Proceedings of the EC '20: The 21st ACM Conference on Economics and Computation, 2020

2019

Learning Preferences with Side Information.

Vivek F. Farias, Andrew A. Li

Manag. Sci., 2019

On the Efficacy of Static Prices for Revenue Management in the Face of Strategic Customers.

Yiwei Chen, Vivek F. Farias, Nikolaos Trichakis

Manag. Sci., 2019

Primal-Dual Algorithms for Order Fulfillment at Urban Outfitters, Inc.

John M. Andrews, Vivek F. Farias, Aryan I. Khojandi, Chad M. Yan

INFORMS J. Appl. Anal., 2019

2018

Robust Dynamic Pricing with Strategic Customers.

Yiwei Chen, Vivek F. Farias

Math. Oper. Res., 2018

The Approximability of Assortment Optimization Under Ranking Preferences.

Ali Aouad, Vivek F. Farias, Retsef Levi, Danny Segev

Oper. Res., 2018

2017

The Impact of Delays on Service Times in the Intensive Care Unit.

Carri W. Chan, Vivek F. Farias, Gabriel J. Escobar

Manag. Sci., 2017

Optimal Recovery of Tensor Slices.

Vivek F. Farias, Andrew A. Li

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016

On the Efficacy of Static Prices for Revenue Management in the Face of Strategic Customers.

Yiwei Chen, Vivek F. Farias

Proceedings of the 2016 ACM Conference on Economics and Computation, 2016

2013

A Nonparametric Approach to Modeling Choice with Limited Data.

Vivek F. Farias, Srikanth Jagabathula, Devavrat Shah

Manag. Sci., 2013

Simple Policies for Dynamic Pricing with Imperfect Forecasts.

Yiwei Chen, Vivek F. Farias

Oper. Res., 2013

Fairness, Efficiency, and Flexibility in Organ Allocation for Kidney Transplantation.

Dimitris Bertsimas, Vivek F. Farias, Nikolaos Trichakis

Oper. Res., 2013

2012

Model Predictive Control for Dynamic Resource Allocation.

Dragos Florin Ciocan, Vivek F. Farias

Math. Oper. Res., 2012

Pathwise Optimization for Optimal Stopping Problems.

Vijay V. Desai, Vivek F. Farias, Ciamac Cyrus Moallemi

Manag. Sci., 2012

On the Efficiency-Fairness Trade-off.

Dimitris Bertsimas, Vivek F. Farias, Nikolaos Trichakis

Manag. Sci., 2012

Approximate Dynamic Programming via a Smoothed Linear Program.

Vijay V. Desai, Vivek F. Farias, Ciamac Cyrus Moallemi

Oper. Res., 2012

Optimizing Intensive Care Unit Discharge Decisions with Patient Readmissions.

Carri W. Chan, Vivek F. Farias, Nicholas Bambos, Gabriel J. Escobar

Oper. Res., 2012

Non-parametric Approximate Dynamic Programming via the Kernel Method.

Nikhil Bhat, Ciamac C. Moallemi, Vivek F. Farias

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Sparse choice models.

Vivek F. Farias, Srikanth Jagabathula, Devavrat Shah

Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012

2011

The Irrevocable Multiarmed Bandit Problem.

Vivek F. Farias, Ritesh Madan

Oper. Res., 2011

The Price of Fairness.

Dimitris Bertsimas, Vivek F. Farias, Nikolaos Trichakis

Oper. Res., 2011

2010

Universal reinforcement learning.

Vivek F. Farias, Ciamac Cyrus Moallemi, Benjamin Van Roy, Tsachy Weissman

IEEE Trans. Inf. Theory, 2010

Dynamic Pricing with a Prior on Market Response.

Vivek F. Farias, Benjamin Van Roy

Oper. Res., 2010

A two tiered dynamic oligopoly model.

Bar Ifrach, Vivek F. Farias, Gabriel Y. Weintraub

Proceedings of the Behavioral and Quantitative Game Theory, 2010

2009

Stochastic Depletion Problems: Effective Myopic Policies for a Class of Dynamic Optimization Problems.

Carri W. Chan, Vivek F. Farias

Math. Oper. Res., 2009

A Data-Driven Approach to Modeling Choice.

Vivek F. Farias, Srikanth Jagabathula, Devavrat Shah

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

A Smoothed Approximate Linear Program.

Vijay V. Desai, Vivek F. Farias, Ciamac Cyrus Moallemi

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

2006

Approximation algorithms for dynamic resource allocation.

Vivek F. Farias, Benjamin Van Roy

Oper. Res. Lett., 2006

2005

A universal scheme for learning.

Vivek F. Farias, Ciamac C. Moallemi, Benjamin Van Roy, Tsachy Weissman

Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

Load balancing with migration penalties.

Vivek F. Farias, Ciamac C. Moallemi, Balaji Prabhakar

Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005