Eytan Bakshy

According to our database¹, Eytan Bakshy authored at least 48 papers between 2008 and 2023.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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On csauthors.net:

Bibliography

2023

Joint Composite Latent Space Bayesian Optimization.

[BibT_eX]

[DOI]

CoRR, 2023

Practical Policy Optimization with Personalized Experimentation.

[BibT_eX]

[DOI]

CoRR, 2023

Unexpected Improvements to Expected Improvement for Bayesian Optimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Hypervolume Knowledge Gradient: A Lookahead Approach for Multi-Objective Bayesian Optimization with Partial Information.

[BibT_eX]

[DOI]

Samuel Daulton

Maximilian Balandat

Eytan Bakshy

Proceedings of the International Conference on Machine Learning, 2023

Sparse Bayesian optimization.

[BibT_eX]

[DOI]

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

Bayesian Optimization over High-Dimensional Combinatorial Spaces via Dictionary-based Embeddings.

[BibT_eX]

[DOI]

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

qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization.

[BibT_eX]

[DOI]

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

2022

Multi-objective Bayesian optimization over high-dimensional search spaces.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty in Artificial Intelligence, 2022

Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization.

[BibT_eX]

[DOI]

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

Interpretable Personalized Experimentation.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Looper: An End-to-End ML Platform for Product Decisions.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Robust Multi-Objective Bayesian Optimization Under Input Noise.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Preference Exploration for Efficient Bayesian Optimization with Multiple Outcomes.

[BibT_eX]

[DOI]

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

Look-Ahead Acquisition Functions for Bernoulli Level Set Estimation.

[BibT_eX]

[DOI]

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

2021

Distilling Heterogeneity: From Explanations of Heterogeneous Treatment Effect Models to Interpretable Policies.

[BibT_eX]

[DOI]

CoRR, 2021

Bayesian Optimization with High-Dimensional Outputs.

[BibT_eX]

[DOI]

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

Parallel Bayesian Optimization of Multiple Noisy Objectives with Expected Hypervolume Improvement.

[BibT_eX]

[DOI]

Samuel Daulton

Maximilian Balandat

Eytan Bakshy

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

Multi-Step Budgeted Bayesian Optimization with Unknown Evaluation Costs.

[BibT_eX]

[DOI]

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

2020

Distilled Thompson Sampling: Practical and Efficient Thompson Sampling via Imitation Learning.

[BibT_eX]

[DOI]

Hongseok Namkoong

Samuel Daulton

Eytan Bakshy

CoRR, 2020

Real-world Video Adaptation with Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Re-Examining Linear Embeddings for High-Dimensional Bayesian Optimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

High-Dimensional Contextual Policy Search with Unknown Context Rewards using Bayesian Optimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Differentiable Expected Hypervolume Improvement for Parallel Multi-Objective Bayesian Optimization.

[BibT_eX]

[DOI]

Samuel Daulton

Maximilian Balandat

Eytan Bakshy

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

BoTorch: A Framework for Efficient Monte-Carlo Bayesian Optimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

PlanAlyzer: assessing threats to the validity of online experiments.

[BibT_eX]

[DOI]

Proc. ACM Program. Lang., 2019

Bayesian Optimization for Policy Search via Online-Offline Experimentation.

[BibT_eX]

[DOI]

Benjamin Letham

Eytan Bakshy

J. Mach. Learn. Res., 2019

Thompson Sampling for Contextual Bandit Problems with Auxiliary Safety Constraints.

[BibT_eX]

[DOI]

CoRR, 2019

BoTorch: Programmable Bayesian Optimization in PyTorch.

[BibT_eX]

[DOI]

CoRR, 2019

Shrinkage Estimators in Online Experiments.

[BibT_eX]

[DOI]

Drew Dimmery

Eytan Bakshy

Jasjeet S. Sekhon

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018

Scalable Meta-Learning for Bayesian Optimization.

[BibT_eX]

[DOI]

Matthias Feurer

Benjamin Letham

Eytan Bakshy

CoRR, 2018

Social Influence and Reciprocity in Online Gift Giving.

[BibT_eX]

[DOI]

Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017

Constrained Bayesian Optimization with Noisy Experiments.

[BibT_eX]

[DOI]

CoRR, 2017

Bias and high-dimensional adjustment in observational studies of peer effects.

[BibT_eX]

[DOI]

Dean Eckles

Eytan Bakshy

CoRR, 2017

2015

Online Experiments for Computational Social Science.

[BibT_eX]

[DOI]

Eytan Bakshy

Sean J. Taylor

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Design and Analysis of Benchmarking Experiments for Distributed Internet Services.

[BibT_eX]

[DOI]

Eytan Bakshy

Eitan Frachtenberg

Proceedings of the 24th International Conference on World Wide Web, 2015

2014

Modeling the Transition to Public School Choice.

[BibT_eX]

[DOI]

J. Artif. Soc. Soc. Simul., 2014

Designing and deploying online field experiments.

[BibT_eX]

[DOI]

Eytan Bakshy

Dean Eckles

Michael S. Bernstein

Proceedings of the 23rd International World Wide Web Conference, 2014

2013

Selection effects in online sharing: consequences for peer adoption.

[BibT_eX]

[DOI]

Sean J. Taylor

Eytan Bakshy

Sinan Aral

Proceedings of the fourteenth ACM Conference on Electronic Commerce, 2013

Uncertainty in online experiments with dependent data: an evaluation of bootstrap methods.

[BibT_eX]

[DOI]

Eytan Bakshy

Dean Eckles

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Quantifying the invisible audience in social networks.

[BibT_eX]

[DOI]

Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

2012

The role of social networks in information diffusion.

[BibT_eX]

[DOI]

Proceedings of the 21st World Wide Web Conference 2012, 2012

Social influence in social advertising: evidence from field experiments.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM Conference on Electronic Commerce, 2012

2011

Everyone's an influencer: quantifying influence on twitter.

[BibT_eX]

[DOI]

Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

Center of Attention: How Facebook Users Allocate Attention across Friends.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

2010

Seller activity in a virtual marketplace.

[BibT_eX]

[DOI]

First Monday, 2010

The Social Dynamics of Economic Activity in a Virtual World.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on Weblogs and Social Media, 2010

2009

Social influence and the diffusion of user-created content.

[BibT_eX]

[DOI]

Eytan Bakshy

Brian Karrer

Lada A. Adamic

Proceedings of the Proceedings 10th ACM Conference on Electronic Commerce (EC-2009), 2009

2008

Knowledge sharing and yahoo answers: everyone knows something.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on World Wide Web, 2008

Eytan Bakshy

Timeline

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On csauthors.net:

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