Singh, Rohit

10 publications

ICLRW 2025 Reframing Retreival-Augmented Generation for *in Silico* Optimization of Antibody Solubility Lena Erlach, Rohit Singh, Bonnie Berger, Sai T. Reddy

ICMLW 2024 Interactome-Scale Comparison of Co-Immunoprecipitation and Yeast Two-Hybrid Assays for Protein Interaction Prediction Kapil Devkota, Lenore Cowen, Rohit Singh

TMLR 2023 Causally-Guided Regularization of Graph Attention Improves Generalizability Alexander P Wu, Thomas Markovich, Bonnie Berger, Nils Yannick Hammerla, Rohit Singh

ICLR 2022 Granger Causal Inference on DAGs Identifies Genomic Loci Regulating Transcription Alexander P Wu, Rohit Singh, Bonnie Berger

IJCAI 2020 When to Follow the Tip: Security Games with Strategic Informants Weiran Shen, Weizhe Chen, Taoan Huang, Rohit Singh, Fei Fang

AAAI 2019 Deep Reinforcement Learning for Green Security Games with Real-Time Information Yufei Wang, Zheyuan Ryan Shi, Lantao Yu, Yi Wu, Rohit Singh, Lucas Joppa, Fei Fang

MLOSS 2019 Pyro: Deep Universal Probabilistic Programming Eli Bingham, Jonathan P. Chen, Martin Jankowiak, Fritz Obermeyer, Neeraj Pradhan, Theofanis Karaletsos, Rohit Singh, Paul Szerlip, Paul Horsfall, Noah D. Goodman

IJCAI 2018 Designing the Game to Play: Optimizing Payoff Structure in Security Games Zheyuan Ryan Shi, Ziye Tang, Long Tran-Thanh, Rohit Singh, Fei Fang

AAAI 2012 Automatically Generating Algebra Problems Rohit Singh, Sumit Gulwani, Sriram K. Rajamani

ICML 2005 Active Learning for Sampling in Time-Series Experiments with Application to Gene Expression Analysis Rohit Singh, Nathan P. Palmer, David K. Gifford, Bonnie Berger, Ziv Bar-Joseph