Sridhar Mahadevan
- Large Causal Models from Large Language Models
2025/12/08 by Sridhar Mahadevan, Mahadevan, Sridhar · 6 voices · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #cs.AI
- Sparse Q-learning with Mirror Descent
2012/10/16 by Sridhar Mahadevan, Mahadevan, Sridhar, Bo Liu +1 · 2 citations
Computer Science · Engineering · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- An Over-parameterized Exponential Regression
2023/03/29 by Yeqi Gao, Sridhar Mahadevan, Gao, Yeqi +3 · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Neural Networks and Applications #Topic Modeling #Machine Learning in Bioinformatics
- Optimizing for the Future in Non-Stationary MDPs
2020/05/17 by Yash Chandak, Georgios Theocharous, Chandak, Yash +9 · 1 citation
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Reinforcement Learning in Robotics #Advanced Multi-Objective Optimization Algorithms
- A Unified Framework for Domain Adaptation using Metric Learning on\n Manifolds
2018/04/28 by Sridhar Mahadevan, Bamdev Mishra, Mahadevan, Sridhar +3 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · Medicine · #Domain Adaptation and Few-Shot Learning #Cancer-related molecular mechanisms research #Mycobacterium research and diagnosis
- Finite-Sample Analysis of Proximal Gradient TD Algorithms
2020/06/06 by Bo Liu, Liu, Bo, Ji Liu +7 · 2 citations
Computer Science · Engineering · #Adaptive Dynamic Programming Control #FOS: Computer and information sciences #Iterative Learning Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Universal Imitation Games
2024/02/02 by Sridhar Mahadevan, Mahadevan, Sridhar · 3 citations
Computer Science · Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Augmented Reality Applications #Digital Games and Media #FOS: Computer and information sciences #Human Motion and Animation #Machine Learning (cs.LG)
- Zero-th Order Algorithm for Softmax Attention Optimization
2023/07/17 by Yichuan Deng, Deng, Yichuan, Zhihang Li +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Learning in Infinitesimal Non-Compositional Sketches
2026/07/16 by Sridhar Mahadevan
#cs.LG #math.CT