Publications

Semiparametric Efficient Inference in Adaptive Experiments

Thomas Cook, Alan Mishler, Aaditya Ramdas

FairWASP: Fast and Optimal Fair Wasserstein Pre-processing

Zikai Xiong, Niccolò Dalmasso, Alan Mishler, Vamsi K. Potluru, Tucker Balch, Manuela Veloso

Fairness via In-Processing in the Over-parameterized Regime: A Cautionary Tale with MinDiff Loss

Akshaj Kumar Veldanda, Ivan Brugere, Jiahao Chen, Sanghamitra Dutta, Alan Mishler, Siddharth Garg

Hyper-Parameter Tuning for Fair Classification without Sensitive Attribute Access

Akshaj Kumar Veldanda, Ivan Brugere, Sanghamitra Dutta, Alan Mishler, Siddharth Garg

Counterfactual Mean-variance Optimization

Kwangho Kim, Alan Mishler, José R. Zubizarreta

Flexible Group Fairness Metrics for Survival Analysis

Raphael Sonabend, Florian Pfisterer, Alan Mishler, Moritz Schauer, Lukas Burk, Sumantrak Mukherjee, Sebastian Vollmer

Fair When Trained, Unfair When Deployed: Observable Fairness Measures Are Unstable in Performative Prediction Settings

Alan Mishler, Niccolò Dalmasso

FADE: FAir Double Ensemble Learning for Observable and Counterfactual Outcomes

Alan Mishler, Edward Kennedy

Naimi et al. Respond to ``Demystifying Statistical Inference''

Ashley I Naimi, Alan E Mishler, Edward H Kennedy

Challenges in Obtaining Valid Causal Effect Estimates With Machine Learning Algorithms

Ashley I Naimi, Alan E Mishler, Edward H Kennedy

Algorithmic Audit of Italian Car Insurance: Evidence of Unfairness in Access and Pricing

Alessandro Fabris, Alan Mishler, Stefano Gottardi, Mattia Carletti, Matteo Daicampi, Gian Antonio Susto, Gianmaria Silvello

When the Oracle Misleads: Modeling the Consequences of Using Observable Rather than Potential Outcomes in Risk Assessment Instruments

Alan Mishler, Niccolò Dalmasso

Clustering Students and Inferring Skill Set Profiles with Skill Hierarchies

Alan Mishler, Rebecca Nugent

Fairness in Risk Assessment Instruments: Post-Processing to Achieve Counterfactual Equalized Odds

Alan Mishler, Edward H. Kennedy, Alexandra Chouldechova

Comment on "Statistical Modeling: The Two Cultures" by Leo Breiman

Edward H. Kennedy, Matteo Bonvini, Alan Mishler

Counterfactual Risk Assessments, Evaluation, and Fairness

Amanda Coston, Alan Mishler, Edward H. Kennedy, Alexandra Chouldechova

Modeling Risk and Achieving Algorithmic Fairness Using Potential Outcomes

Alan Mishler

Chapter~9. Human Use of Machine Translation to Extract Information from Texts

Erica B. Michael, Petra Bradley, Alan Mishler, Lelyn D. Saner, Brook Hefright, Ann Zeng, Joseph H. Danks

Memory and Language Improvements Following Cognitive Control Training.

Erika K. Hussey, J. Isaiah Harbison, Susan E. Teubner-Rhodes, Alan Mishler, Kayla Velnoskey, Jared M. Novick

Filtering Tweets for Social Unrest

Alan Mishler, Kevin Wonus, Wendy Chambers, Michael Bloodgood

The Effects of Bilingualism on Conflict Monitoring, Cognitive Control, and Garden-Path Recovery

Susan E. Teubner-Rhodes, Alan Mishler, Ryan Corbett, Llorenç Andreu, Monica Sanz-Torrent, John C. Trueswell, Jared M. Novick

Using Structural Topic Modeling to Detect Events and Cluster Twitter Users in the Ukrainian Crisis

Alan Mishler, Erin Smith Crabb, Susannah Paletz, Brook Hefright, Ewa Golonka

Reading Between the Lines: A Prototype Model for Detecting Twitter Sockpuppet Accounts Using Language-Agnostic Processes

Erin Smith Crabb, Alan Mishler, Susannah Paletz, Brook Hefright, Ewa Golonka

Contrasting Intrusion Profiles for Agreement and Anaphora: Experimental and Modeling Evidence

Brian Dillon, Alan Mishler, Shayne Sloggett, Colin Phillips

Evidence for Language Transfer Leading to a Perceptual Advantage for Non-Native Listeners

Charles B. Chang, Alan Mishler

The Discourse of Voicemail

Alan Mishler