Stefan Wager

Orcid: 0000-0002-7526-9077

According to our database1, Stefan Wager authored at least 39 papers between 2000 and 2024.

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Bibliography

2024
Weak Signal Asymptotics for Sequentially Randomized Experiments.
Manag. Sci., 2024

Off-Policy Evaluation in Markov Decision Processes under Weak Distributional Overlap.
CoRR, 2024

Experimenting under Stochastic Congestion.
Proceedings of the 25th ACM Conference on Economics and Computation, 2024

Minimax-Regret Sample Selection in Randomized Experiments.
Proceedings of the 25th ACM Conference on Economics and Computation, 2024

2023
Offline Multi-Action Policy Learning: Generalization and Optimization.
Oper. Res., January, 2023

2022
Smoothness-Adaptive Contextual Bandits.
Oper. Res., November, 2022

Learning from a Biased Sample.
CoRR, 2022

Policy Learning with Competing Agents.
CoRR, 2022

Partial likelihood Thompson sampling.
Proceedings of the Uncertainty in Artificial Intelligence, 2022

Thompson Sampling with Unrestricted Delays.
Proceedings of the EC '22: The 23rd ACM Conference on Economics and Computation, Boulder, CO, USA, July 11, 2022

2021
Experimenting in Equilibrium.
Manag. Sci., 2021

Local Linear Forests.
J. Comput. Graph. Stat., 2021

Off-Policy Evaluation in Partially Observed Markov Decision Processes.
CoRR, 2021

Diffusion Asymptotics for Sequential Experiments.
CoRR, 2021

2020
policytree: Policy learning via doubly robust empirical welfare maximization over trees.
J. Open Source Softw., 2020

Estimating heterogeneous treatment effects with right-censored data via causal survival forests.
CoRR, 2020

2019
Confidence Intervals for Policy Evaluation in Adaptive Experiments.
CoRR, 2019

Smoothness-Adaptive Stochastic Bandits.
CoRR, 2019

Sufficient Representations for Categorical Variables.
CoRR, 2019

Covariate-Powered Empirical Bayes Estimation.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2017
Efficient Policy Learning.
CoRR, 2017

2016
Bootstrap-Based Regularization for Low-Rank Matrix Estimation.
J. Mach. Learn. Res., 2016

2015
Memory, Communication, and Statistical Queries.
Electron. Colloquium Comput. Complex., 2015

Protocol performance of UL/DL separation in LTE heterogeneous networks.
Proceedings of the 2015 International Symposium on Wireless Communication Systems (ISWCS), 2015

Stable Autoencoding: A Flexible Framework for Regularized Low-rank Matrix Estimation.
Proceedings of the International Conference on Computational Science, 2015

2014
Subsampling extremes: From block maxima to smooth tail estimation.
J. Multivar. Anal., 2014

Confidence intervals for random forests: the jackknife and the infinitesimal jackknife.
J. Mach. Learn. Res., 2014

The Statistics of Streaming Sparse Regression.
CoRR, 2014

Altitude Training: Strong Bounds for Single-Layer Dropout.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Feedback Detection for Live Predictors.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

2013
Feedback Detection for Live Statistical Predictors.
CoRR, 2013

Weakly Supervised Clustering: Learning Fine-Grained Signals from Coarse Side Information.
CoRR, 2013

On Heterogeneous Networks Mobility Robustness.
Proceedings of the 77th IEEE Vehicular Technology Conference, 2013

Dropout Training as Adaptive Regularization.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Feature Noising for Log-Linear Structured Prediction.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

2012
Cell Range Extension in LTE In-Band Relays.
Proceedings of the European Wireless 2012, 2012

2007
Performance Evaluation of HSDPA Mobility for Voice Over IP.
Proceedings of the 65th IEEE Vehicular Technology Conference, 2007

High Speed Packet Access Evolution - Concept and Technologies.
Proceedings of the 65th IEEE Vehicular Technology Conference, 2007

2000
Performance of shared and dedicated resources in WCDMA.
Proceedings of the 2000 IEEE Wireless Communications and Networking Conference, 2000


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