Smitha Milli

37 papers A* 7A 1Journal 21Unranked 8
YearRankTypeTitle / Venue / Authors
2026 A* conf
Question the Questions: Auditing Representation in Online Deliberative Processes.
WWW
Soham De, Lodewijk Gelauff, Ashish Goel, Smitha Milli, Ariel D. Procaccia, Alice Siu
2026 J jnl
The Prosocial Ranking Challenge: Reducing Polarization on Social Media without Sacrificing Engagement.
CoRR
Jonathan Stray, Ian Baker, George Beknazar-Yuzbashev, Ceren Budak, Julia Kamin, Kylan Rutherford, Mateusz Stalinski, Tin Acosta, Chris Bailey, Michael S. Bernstein, Mark Brandt, Amy Bruckman, Anshuman Chhabra, Soham De, Kayla Duskin, Sara Fish, Beth Goldberg, Andy Guess, Dylan Hadfield-Menell, Muhammad Haroon, Safwan Hossain, Michael Inzlicht, Gauri Jain, Yanchen Jiang, Alexander P. Landry, Yph Lelkes, Hongfan Lu, Peter Mason, Jennifer McCoy, Smitha Milli, Paul Resnick, Emily Saltz, Martin Saveski, Lisa Schirch, Max Spohn, Siddarth Srinivasan, Alexis Tatore, Luke Thorburn, Joshua A. Tucker, Robb Willer, Magdalena Wojcieszak, Manuel Wüthrich, Sylvan Zheng
2025 J jnl
CTRL-Rec: Controlling Recommender Systems With Natural Language.
CoRR
Micah Carroll, Adeline Foote, Kevin Feng, Marcus Williams, Anca D. Dragan, W. Bradley Knox, Smitha Milli
2025 J jnl
Cultivating Pluralism In Algorithmic Monoculture: The Community Alignment Dataset.
CoRR
Lily Hong Zhang, Smitha Milli, Karen Jusko, Jonathan Smith, Brandon Amos, Wassim Bouaziz, Manon Revel, Jack Kussman, Lisa Titus, Bhaktipriya Radharapu, Jane Yu, Vidya Sarma, Kris Rose, Maximilian Nickel
2025 — conf
Position: Democratic AI is Possible. The Democracy Levels Framework Shows How It Might Work.
ICML (Position Papers)
Aviv Ovadya, Kyle Redman, Luke Thorburn, Quan Ze Chen, Oliver Smith, Flynn Devine, Andrew Konya, Smitha Milli, Manon Revel, Kevin Feng, Amy X. Zhang, Bilva Chandra, Michiel A. Bakker, Atoosa Kasirzadeh
2025 J jnl
Question the Questions: Auditing Representation in Online Deliberative Processes.
CoRR
Soham De, Lodewijk Gelauff, Ashish Goel, Smitha Milli, Ariel D. Procaccia, Alice Siu
2025 A* conf
Representative Ranking for Deliberation in the Public Sphere.
ICML
Manon Revel, Smitha Milli, Tyler Lu, Jamelle Watson-Daniels, Maximilian Nickel
2025 J jnl
Representative Ranking for Deliberation in the Public Sphere.
CoRR
Manon Revel, Smitha Milli, Tyler Lu, Jamelle Watson-Daniels, Maximilian Nickel
2025 J jnl
What's In My Human Feedback? Learning Interpretable Descriptions of Preference Data.
CoRR
Rajiv Movva, Smitha Milli, Sewon Min, Emma Pierson
2024 J jnl
Toward Democracy Levels for AI.
CoRR
Aviv Ovadya, Luke Thorburn, Kyle Redman, Flynn Devine, Smitha Milli, Manon Revel, Andrew Konya, Atoosa Kasirzadeh
2024 J jnl
What We Know About Using Non-Engagement Signals in Content Ranking.
CoRR
Tom Cunningham, Sana Pandey, Leif Sigerson, Jonathan Stray, Jeff Allen, Bonnie Barrilleaux, Ravi Iyer, Smitha Milli, Mohit Kothari, Behnam Rezaei
2023 J jnl
Choosing the Right Weights: Balancing Value, Strategy, and Noise in Recommender Systems.
CoRR
Smitha Milli, Emma Pierson, Nikhil Garg
2023 J jnl
Twitter's Algorithm: Amplifying Anger, Animosity, and Affective Polarization.
CoRR
Smitha Milli, Micah Carroll, Sashrika Pandey, Yike Wang, Anca D. Dragan
2022 — conf
Causal Inference Struggles with Agency on Online Platforms.
FAccT
Smitha Milli, Luca Belli, Moritz Hardt
2021 J jnl
Causal Inference Struggles with Agency on Online Platforms.
CoRR
Smitha Milli, Luca Belli, Moritz Hardt
2021 — conf
From Optimizing Engagement to Measuring Value.
FAccT
Smitha Milli, Luca Belli, Moritz Hardt
2020 J jnl
From Optimizing Engagement to Measuring Value.
CoRR
Smitha Milli, Luca Belli, Moritz Hardt
2020 A* conf
Reward-rational (implicit) choice: A unifying formalism for reward learning.
NeurIPS
Hong Jun Jeon, Smitha Milli, Anca D. Dragan
2020 J jnl
Reward-rational (implicit) choice: A unifying formalism for reward learning.
CoRR
Hong Jun Jeon, Smitha Milli, Anca D. Dragan
2020 A* conf
Strategic Classification is Causal Modeling in Disguise.
ICML
John Miller, Smitha Milli, Moritz Hardt
2020 — conf
Value-laden disciplinary shifts in machine learning.
FAT*
Ravit Dotan, Smitha Milli
2019 A conf
Literal or Pedagogic Human? Analyzing Human Model Misspecification in Objective Learning.
UAI
Smitha Milli, Anca D. Dragan
2019 J jnl
Literal or Pedagogic Human? Analyzing Human Model Misspecification in Objective Learning.
CoRR
Smitha Milli, Anca D. Dragan
2019 — conf
Model Reconstruction from Model Explanations.
FAT
Smitha Milli, Ludwig Schmidt, Anca D. Dragan, Moritz Hardt
2019 J jnl
Strategic Adaptation to Classifiers: A Causal Perspective.
CoRR
John Miller, Smitha Milli, Moritz Hardt
2019 — conf
The Social Cost of Strategic Classification.
FAT
Smitha Milli, John Miller, Anca D. Dragan, Moritz Hardt
2019 J jnl
Value-laden Disciplinary Shifts in Machine Learning.
CoRR
Ravit Dotan, Smitha Milli
2018 J jnl
Model Reconstruction from Model Explanations.
CoRR
Smitha Milli, Ludwig Schmidt, Anca D. Dragan, Moritz Hardt
2018 J jnl
The Social Cost of Strategic Classification.
CoRR
Smitha Milli, John Miller, Anca D. Dragan, Moritz Hardt
2017 J jnl
Interpretable and Pedagogical Examples.
CoRR
Smitha Milli, Pieter Abbeel, Igor Mordatch
2017 — conf
Inverse Reward Design.
NIPS
Dylan Hadfield-Menell, Smitha Milli, Pieter Abbeel, Stuart J. Russell, Anca D. Dragan
2017 J jnl
Inverse Reward Design.
CoRR
Dylan Hadfield-Menell, Smitha Milli, Pieter Abbeel, Stuart Russell, Anca D. Dragan
2017 A* conf
Should Robots be Obedient?
IJCAI
Smitha Milli, Dylan Hadfield-Menell, Anca D. Dragan, Stuart Russell
2017 J jnl
Should Robots be Obedient?
CoRR
Smitha Milli, Dylan Hadfield-Menell, Anca D. Dragan, Stuart Russell
2017 A* conf
When Does Bounded-Optimal Metareasoning Favor Few Cognitive Systems?
AAAI
Smitha Milli, Falk Lieder, Thomas L. Griffiths
2016 — conf
Augmenting Course Material with Open Access Textbooks.
BEA@NAACL-HLT
Smitha Milli, Marti A. Hearst
2016 A* conf
Beyond Canonical Texts: A Computational Analysis of Fanfiction.
EMNLP
Smitha Milli, David Bamman