Smitha Milli

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 27

Top Topics

Cognitive Systems

Causal Inference

Top Venues

Publications

Tom Cunningham, Sana Pandey, Leif Sigerson, Jonathan Stray, Jeff Allen, Bonnie Barrilleaux, Ravi Iyer, Smitha Milli, Mohit Kothari, Behnam Rezaei
What We Know About Using Non-Engagement Signals in Content Ranking. CoRR (2024)
Smitha Milli, Micah Carroll, Sashrika Pandey, Yike Wang, Anca D. Dragan
Twitter's Algorithm: Amplifying Anger, Animosity, and Affective Polarization. CoRR (2023)
Smitha Milli, Emma Pierson, Nikhil Garg
Choosing the Right Weights: Balancing Value, Strategy, and Noise in Recommender Systems. CoRR (2023)
Smitha Milli, Luca Belli, Moritz Hardt
Causal Inference Struggles with Agency on Online Platforms. FAccT (2022)
Smitha Milli, Luca Belli, Moritz Hardt
Causal Inference Struggles with Agency on Online Platforms. CoRR (2021)
Smitha Milli, Luca Belli, Moritz Hardt
From Optimizing Engagement to Measuring Value. FAccT (2021)
Ravit Dotan, Smitha Milli
Value-laden disciplinary shifts in machine learning. FAT* (2020)
Hong Jun Jeon, Smitha Milli, Anca D. Dragan
Reward-rational (implicit) choice: A unifying formalism for reward learning. CoRR (2020)
Hong Jun Jeon, Smitha Milli, Anca D. Dragan
Reward-rational (implicit) choice: A unifying formalism for reward learning. NeurIPS (2020)
Smitha Milli, Luca Belli, Moritz Hardt
From Optimizing Engagement to Measuring Value. CoRR (2020)
John Miller, Smitha Milli, Moritz Hardt
Strategic Classification is Causal Modeling in Disguise. ICML (2020)
Smitha Milli, Ludwig Schmidt, Anca D. Dragan, Moritz Hardt
Model Reconstruction from Model Explanations. FAT (2019)
John Miller, Smitha Milli, Moritz Hardt
Strategic Adaptation to Classifiers: A Causal Perspective. CoRR (2019)
Smitha Milli, John Miller, Anca D. Dragan, Moritz Hardt
The Social Cost of Strategic Classification. FAT (2019)
Smitha Milli, Anca D. Dragan
Literal or Pedagogic Human? Analyzing Human Model Misspecification in Objective Learning. CoRR (2019)
Smitha Milli, Anca D. Dragan
Literal or Pedagogic Human? Analyzing Human Model Misspecification in Objective Learning. UAI (2019)
Ravit Dotan, Smitha Milli
Value-laden Disciplinary Shifts in Machine Learning. CoRR (2019)
Smitha Milli, John Miller, Anca D. Dragan, Moritz Hardt
The Social Cost of Strategic Classification. CoRR (2018)
Smitha Milli, Ludwig Schmidt, Anca D. Dragan, Moritz Hardt
Model Reconstruction from Model Explanations. CoRR (2018)
Smitha Milli, Falk Lieder, Thomas L. Griffiths
When Does Bounded-Optimal Metareasoning Favor Few Cognitive Systems? AAAI (2017)
Smitha Milli, Pieter Abbeel, Igor Mordatch
Interpretable and Pedagogical Examples. CoRR (2017)
Dylan Hadfield-Menell, Smitha Milli, Pieter Abbeel, Stuart J. Russell, Anca D. Dragan
Inverse Reward Design. CoRR (2017)
Smitha Milli, Dylan Hadfield-Menell, Anca D. Dragan, Stuart J. Russell
Should Robots be Obedient? CoRR (2017)
Dylan Hadfield-Menell, Smitha Milli, Pieter Abbeel, Stuart J. Russell, Anca D. Dragan
Inverse Reward Design. NIPS (2017)
Smitha Milli, Dylan Hadfield-Menell, Anca D. Dragan, Stuart J. Russell
Should Robots be Obedient? IJCAI (2017)
Smitha Milli, David Bamman
Beyond Canonical Texts: A Computational Analysis of Fanfiction. EMNLP (2016)
Smitha Milli, Marti A. Hearst
Augmenting Course Material with Open Access Textbooks. BEA@NAACL-HLT (2016)