Lillian J. Ratliff

1. Multiplayer Performative Prediction: Learning in Decision-Dependent Games
   2022/01/10 by Adhyyan Narang, Evan Faulkner, Narang, Adhyyan +7 · 11 citations
   Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Statistical Methods and Inference #Stochastic Gradient Optimization Techniques
2. Convergence of Learning Dynamics in Stackelberg Games
   2019/06/04 by Tanner Fiez, Fiez, Tanner, Benjamin J. Chasnov +3 · 11 citations
   Mathematics · Computer Science · #Markov Chains and Monte Carlo Methods #Generative Adversarial Networks and Image Synthesis #Reinforcement Learning in Robotics
3. A SUPER* Algorithm to Optimize Paper Bidding in Peer Review
   2020/06/27 by Tanner Fiez, Nihar B. Shah, Fiez, Tanner +3 · 4 citations
   Computer Science · #Expert finding and Q&A systems #Mobile Crowdsensing and Crowdsourcing #Recommender Systems and Techniques
4. Social Game for Building Energy Efficiency: Utility Learning, Simulation, and Analysis
   2014/07/02 by Ioannis C. Konstantakopoulos, Konstantakopoulos, Ioannis C., Lillian J. Ratliff +7 · 2 citations
   Energy · Engineering · #Building Energy and Comfort Optimization #Computer Science and Game Theory (cs.GT) #Energy Efficiency and Management #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC) #Smart Grid Energy Management
5. Zeroth-Order Methods for Convex-Concave Minmax Problems: Applications to\n Decision-Dependent Risk Minimization
   2021/06/16 by Chinmay Maheshwari, Chih-Yuan Chiu, Maheshwari, Chinmay +7 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Algorithms #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
6. S4S: Solving for a Diffusion Model Solver
   2025/02/24 by E. T. Frankel, Frankel, Eric, Sitan Chen +9 · 4 citations
   Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Numerical methods for differential equations
7. Improved Rates for Derivative Free Gradient Play in Strongly Monotone Games
   2021/11/18 by Dmitriy Drusvyatskiy, Maryam Fazel, Drusvyatskiy, Dmitriy +3 · 1 citation
   Computer Science · Decision Sciences · Mathematics · #Stochastic Gradient Optimization Techniques #Advanced Bandit Algorithms Research #Markov Chains and Monte Carlo Methods
8. Fast Convergence of Optimistic Gradient Ascent in Network Zero-Sum Extensive Form Games
   2022/07/18 by Georgios Piliouras, Lillian J. Ratliff, Piliouras, Georgios +4 · 1 citation
   Decision Sciences · Social Sciences · #Game Theory and Applications #Experimental Behavioral Economics Studies #Auction Theory and Applications
9. Strategic Distribution Shift of Interacting Agents via Coupled Gradient Flows
   2023/07/03 by Lauren Conger, Conger, Lauren, Franca Hoffmann +5 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Medicine · Physics and Astronomy · #Analysis of PDEs (math.AP) #Evolution and Genetic Dynamics #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Mathematical and Theoretical Epidemiology and Ecology Models #Opinion Dynamics and Social Influence
10. Convergence Analysis of Gradient-Based Learning with Non-Uniform Learning Rates in Non-Cooperative Multi-Agent Settings
    2019/05/30 by Benjamin J. Chasnov, Chasnov, Benjamin, Lillian J. Ratliff +5 · 1 citation
    Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Mathematical Biology Tumor Growth #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques #Systems and Control (eess.SY) #electronic engineering #information engineering
11. TOPReward: Token Probabilities as Hidden Zero-Shot Rewards for Robotics
    2026/02/22 by Shirui Chen, Cole Harrison, Ying-Chun Lee +6 · 1 voice · 2 citations
    #cs.RO #cs.AI #cs.LG
12. Efficient Near-Optimal Algorithm for Online Shortest Paths in Directed Acyclic Graphs with Bandit Feedback Against Adaptive Adversaries
    2025/04/01 by Arnab Maiti, Zhiyuan Fan, Maiti, Arnab +7 · 3 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Game Theory and Applications #Machine Learning (cs.LG) #Optimization and Search Problems
13. dUltra: Ultra-Fast Diffusion Language Models via Reinforcement Learning
    2025/12/24 by Shirui Chen, Jiantao Jiao, Chen, Shirui +5 · 1 citation
    Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis