Siddarth Srinivasan
- Learning Deep Features in Instrumental Variable Regression
2020/10/14 by Liyuan Xu, Xu, Liyuan, Yutian Chen +9 · 6 citations
Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Advanced Causal Inference Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Learning and Inference in Hilbert Space with Quantum Graphical Models
2018/10/29 by Siddarth Srinivasan, Srinivasan, Siddarth, Carlton Downey +3 · 2 citations
Computer Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Scalable Measurement Error Mitigation via Iterative Bayesian Unfolding
2022/10/21 by Siddarth Srinivasan, Bibek Pokharel, Srinivasan, Siddarth +5 · 2 citations
Computer Science · #Computability, Logic, AI Algorithms #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Solution spraying of poly(methyl methacrylate) blends to fabricate microtextured, superoleophobic surfaces
2011/05/21 by Siddarth Srinivasan, Shreerang S. Chhatre, Joseph M. Mabry +2 · 1 citation
Materials Science · Engineering · #Surface Modification and Superhydrophobicity #Silicone and Siloxane Chemistry #Adhesion, Friction, and Surface Interactions
- Quantum Tensor Networks, Stochastic Processes, and Weighted Automata
2020/10/20 by Siddarth Srinivasan, Srinivasan, Siddarth, Sandesh Adhikary +7 · 1 citation
Computer Science · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Quantum many-body systems #Tensor decomposition and applications
- Auctions and Peer Prediction for Academic Peer Review
2021/08/27 by Siddarth Srinivasan, Jamie Morgenstern, Srinivasan, Siddarth +1 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Expert finding and Q&A systems #FOS: Computer and information sciences #FOS: Economics and business #General Economics (econ.GN) #Machine Learning (cs.LG)
- Self-Resolving Prediction Markets for Unverifiable Outcomes
2023/06/07 by Siddarth Srinivasan, Ezra Karger, Srinivasan, Siddarth +3 · 1 citation
Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Economics and business #Forecasting Techniques and Applications #Sports Analytics and Performance #Theoretical Economics (econ.TH)