Milli, Smitha
- Engagement, User Satisfaction, and the Amplification of Divisive Content on Social Media
2023/05/26 by Smitha Milli, Micah Carroll, Milli, Smitha +9 · 11 voices · 16 citations
#cs.SI #cs.CY
- Inverse Reward Design
2017/11/08 by Dylan Hadfield-Menell, Smitha Milli, Hadfield-Menell, Dylan +7 · 26 citations
Computer Science · Engineering · #AI-based Problem Solving and Planning #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Manufacturing Process and Optimization
- What We Know About Using Non-Engagement Signals in Content Ranking
2024/02/09 by Tom Cunningham, Cunningham, Tom, Sana Pandey +19 · 7 voices · 4 citations
Business, Management and Accounting · Computer Science · #Consumer Market Behavior and Pricing #Corporate Identity and Reputation #Sentiment Analysis and Opinion Mining #cs.SI
- The Social Cost of Strategic Classification
2018/08/25 by Smitha Milli, Milli, Smitha, John P. Miller +5 · 9 citations
Social Sciences · Decision Sciences · #Experimental Behavioral Economics Studies #Decision-Making and Behavioral Economics #Corruption and Economic Development
- Strategic Classification is Causal Modeling in Disguise
2019/10/23 by Miller, John, Milli, Smitha, Hardt, Moritz · 6 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Reward-rational (implicit) choice: A unifying formalism for reward learning
2020/02/12 by Jeon, Hong Jun, Milli, Smitha, Dragan, Anca D. · 6 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Robotics (cs.RO)
- Model Reconstruction from Model Explanations
2018/07/13 by Milli, Smitha, Schmidt, Ludwig, Dragan, Anca D. +1 · 5 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Should Robots be Obedient?
2017/05/28 by Milli, Smitha, Hadfield-Menell, Dylan, Dragan, Anca +1 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Choosing the Right Weights: Balancing Value, Strategy, and Noise in Recommender Systems
2023/05/27 by Smitha Milli, Emma Pierson, Milli, Smitha +3 · 3 citations
Business, Management and Accounting · Decision Sciences · #Advanced Bandit Algorithms Research #Consumer Market Behavior and Pricing #Decision-Making and Behavioral Economics #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Literal or Pedagogic Human? Analyzing Human Model Misspecification in Objective Learning
2019/03/09 by Smitha Milli, Milli, Smitha, Anca D. Dragan +1 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Reinforcement Learning in Robotics #Teaching and Learning Programming
- What's In My Human Feedback? Learning Interpretable Descriptions of Preference Data
2025/10/30 by Rajiv Movva, Smitha Milli, Movva, Rajiv +5 · 1 voice · 6 citations
#cs.CL #cs.AI
- Cultivating Pluralism In Algorithmic Monoculture: The Community Alignment Dataset
2025/07/13 by Zhang, Lily Hong, Smitha Milli, Milli, Smitha +24 · 5 citations
Engineering · Computer Science · #Smart Cities and Technologies #Information Retrieval and Data Mining
- Value-laden Disciplinary Shifts in Machine Learning
2019/12/03 by Dotan, Ravit, Milli, Smitha · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Democratic AI is Possible. The Democracy Levels Framework Shows How It Might Work
2024/11/14 by Aviv Ovadya, Kyle Redman, Ovadya, Aviv +19 · 3 citations
Social Sciences · #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences
- Representative Ranking for Deliberation in the Public Sphere
2025/03/19 by Manon Revel, Smitha Milli, Revel, Manon +7 · 1 voice · 2 citations
#cs.SI #cs.LG
- Interpretable and Pedagogical Examples
2017/11/02 by Smitha Milli, Milli, Smitha, Pieter Abbeel +3 · 1 citation
Computer Science · #Explainable Artificial Intelligence (XAI) #Topic Modeling #Multimodal Machine Learning Applications