SG
Sainyam Galhotra
cs.LGcs.DBcs.AIcs.DSstat.MLcs.CLcs.CYcs.SEcs.SIcs.DM
On Valency
published · living versionsW_vhndm8qp·v1 · currentpublished
Lev-3B: A Data Recipe for Compact Probabilistic Log Decision Models
with Leo Betthauser, Yingqi Liu, Uday Shah, Jishang Wei +3
1 version
Preprints & journals
50 papers in the corpus · 2014–2026Preserving Reasoning Diversity in Reinforcement Learning with Verifiable Rewards via Adaptive Replay2610.24236v1 · Wen-Zhi Li, Sainyam Galhotra, Claire Cardie2026 · 0 citationsarXiv
Does On-Policy Distillation Need to Complete Every Rollout?2610.21337v3 · Zhengxin Zhang, Maosen Tang, Ning Wang et al.2026 · 0 citationsarXiv
Target-Constrained Pooling for Trajectory Extrapolation2610.13034v1 · Ning Wang, Claire Cardie, Sainyam Galhotra2026 · 0 citationsarXiv
SALUS: Automated Auditing of NL-to-SQL Benchmarks through Weak Supervision of Multi-Agent Output2610.05540v1 · Shiyuan Zhou, Ashwin Gerard Colaco, Sainyam Galhotra et al.2026 · 0 citationsarXiv
Shifting Mechanisms: How Positional Encoding Choice Shapes In-Context Retrieval2609.38530v1 · Eric Enouen, Sainyam Galhotra2026 · 0 citationsarXiv
Unsupervised Phenotyping of Atrial Fibrillation Using Variational Autoencoders in a Critical Care Cohort: The ATLAS-AF Study.42732279 · Salman, Samer G, Javvadi, Akhil, Salman, Zane G et al.2026 · 0 citationsClinical Medicine Insights. Cardiology. 2026;20:11795468261490000
Ordinal Deep Learning for Lumbar Foraminal Stenosis Grading on Sagittal MRI.42645986 · Phadke, Rohan A, Salman, Samer G, Salman, Zane G et al.2026 · 2 citationsJournal of imaging. 2026;12(8)
Deep Learning-Based Multi-Class Pediatric Wrist Fracture Subtype Classification: A Pilot Study Comparing Convolutional Neural Network Architectures.42506153 · Phadke, Rohan A, Salman, Samer G, Salman, Zane G et al.2026 · 4 citationsJournal of imaging. 2026;12(7)
HARP: Efficient Data Selection for Finetuning Large Language Models2606.07690v2 · Ning Wang, Zhengxin Zhang, Maosen Tang et al.2026 · 0 citationsarXiv
How Far Are We From True Auto-Research?2605.19156v2 · Zhengxin Zhang, Ning Wang, Sainyam Galhotra et al.2026 · 0 citationsarXiv
Trace-Level Analysis of Information Contamination in Multi-Agent Systems2604.27586v1 · Anna Mazhar, Huzaifa Suri, Sainyam Galhotra2026 · 1 citationarXiv
Towards Reliable Testing of Machine Unlearning2604.16536v1 · Anna Mazhar, Sainyam Galhotra2026 · 0 citationsarXiv
AutoPrunedRetriever: Persistent Reasoning Graphs for Efficient and Extensible Retrieval-Augmented Generation2602.04926v2 · Ning Wang, Kuanyan Zhu, Daniel Yuehwoon Yee et al.2026 · 0 citationsarXiv
Metric -clustering using only Weak Comparison Oracles2601.19333v1 · Rahul Raychaudhury, Aryan Esmailpour, Sainyam Galhotra et al.2026 · 0 citationsICLR 2026
MetaJoin: Adaptive Join Selections for Heterogeneous Tables2512.02444v2 · Ning Wang, Sainyam Galhotra2025 · 0 citationsarXiv
CAFÉ: Causal Black-Box Testing of Machine Unlearning2509.16525v2 · Anna Mazhar, Sainyam Galhotra2025 · 0 citationsarXiv
Benchmarking Robust Aggregation in Decentralized Gradient Marketplaces2509.05833v1 · Zeyu Song, Sainyam Galhotra, Shagufta Mehnaz2025 · 0 citationsarXiv
TQL: Towards Type-Driven Data Discovery2508.08054v1 · Andrew Kang, Sainyam Galhotra2025 · 0 citationsarXiv
Towards General-Purpose Data Discovery: A Programming Languages Approach2508.08074v1 · Andrew Kang, Yashnil Saha, Sainyam Galhotra2025 · 0 citationsarXiv
VeriMinder: Mitigating Analytical Vulnerabilities in NL2SQL2507.17896v1 · Shubham Mohole, Sainyam Galhotra2025 · 1 citationarXiv
VERIRAG: A Post-Retrieval Auditing of Scientific Study Summaries2507.17948v2 · Shubham Mohole, Hongjun Choi, Shusen Liu et al.2025 · 0 citationsarXiv
SIFOTL: A Principled, Statistically-Informed Fidelity-Optimization Method for Tabular Learning2507.17979v1 · Shubham Mohole, Sainyam Galhotra2025 · 0 citationsarXiv
A Theoretical Framework for Distribution-Aware Dataset Search2503.21235v1 · Aryan Esmailpour, Sainyam Galhotra, Rahul Raychaudhury et al.2025 · 0 citationsPODS 2025
Fair and Actionable Causal Prescription Ruleset2502.19846v1 · Benton Li, Nativ Levy, Brit Youngmann et al.2025 · 3 citationsarXiv
Intervention and Conditioning in Causal Bayesian Networks2405.14728v1 · Sainyam Galhotra, Joseph Y. Halpern2024 · 1 citationarXiv
Faster Algorithms for Fair Max-Min Diversification in 2404.04713v3 · Yash Kurkure, Miles Shamo, Joseph Wiseman et al.2024 · 7 citationsSIGMOD 2024
Optimal Pricing for Data-Augmented AutoML Marketplaces2310.17843v2 · Minbiao Han, Jonathan Light, Steven Xia et al.2023 · 1 citationarXiv
METAM: Goal-Oriented Data Discovery2304.09068v1 · Sainyam Galhotra, Yue Gong, Raul Castro Fernandez2023 · 32 citationsarXiv
A Vision for Semantically Enriched Data Science2303.01378v1 · Udayan Khurana, Kavitha Srinivas, Sainyam Galhotra et al.2023 · 1 citationarXiv
Consistent Range Approximation for Fair Predictive Modeling2212.10839v3 · Jiongli Zhu, Sainyam Galhotra, Nazanin Sabri et al.2022 · 4 citationsarXiv
Community Recovery in the Geometric Block Model2206.11303v3 · Sainyam Galhotra, Arya Mazumdar, Soumyabrata Pal et al.2022 · 2 citationsJournal of Machine Learning Research (JMLR) 2023
HypeR: Hypothetical Reasoning With What-If and How-To Queries Using a Probabilistic Causal Approach2203.14692v1 · Sainyam Galhotra, Amir Gilad, Sudeepa Roy et al.2022 · 18 citationsarXiv
Ver: View Discovery in the Wild2106.01543v4 · Yue Gong, Zhiru Zhu, Sainyam Galhotra et al.2021 · 13 citationsarXiv
DataExposer: Exposing Disconnect between Data and Systems2105.06058v1 · Sainyam Galhotra, Anna Fariha, Raoni Lourenco et al.2021 · 1 citationarXiv
How to Design Robust Algorithms using Noisy Comparison Oracle2105.05782v1 · Raghavendra Addanki, Sainyam Galhotra, Barna Saha2021 · 7 citationsarXiv
Explaining Black-Box Algorithms Using Probabilistic Contrastive Counterfactuals2103.11972v2 · Sainyam Galhotra, Romila Pradhan, Babak Salimi2021 · 87 citationsarXiv
Learning to Generate Fair Clusters from Demonstrations2102.03977v1 · Sainyam Galhotra, Sandhya Saisubramanian, Shlomo Zilberstein2021 · 11 citationsarXiv
Semantic Annotation for Tabular Data2012.08594v1 · Udayan Khurana, Sainyam Galhotra2020 · 6 citationsarXiv
Causal Feature Selection for Algorithmic Fairness2006.06053v2 · Sainyam Galhotra, Karthikeyan Shanmugam, Prasanna Sattigeri et al.2020 · 30 citationsarXiv
Adaptive Rule Discovery for Labeling Text Data2005.06133v1 · Sainyam Galhotra, Behzad Golshan, Wang-Chiew Tan2020 · 15 citationsarXiv
Fair Correlation Clustering2002.03508v1 · Saba Ahmadi, Sainyam Galhotra, Barna Saha et al.2020 · 4 citationsarXiv
Balancing the Tradeoff Between Clustering Value and Interpretability1912.07820v3 · Sandhya Saisubramanian, Sainyam Galhotra, Shlomo Zilberstein2019 · 42 citationsarXiv
Min-Max Correlation Clustering via MultiCut1907.00117v1 · Saba Ahmadi, Sainyam Galhotra, Samir Khuller et al.2019 · 14 citationsarXiv
Lexicographically Ordered Multi-Objective Clustering1903.00750v1 · Sainyam Galhotra, Sandhya Saisubramanian, Shlomo Zilberstein2019 · 1 citationarXiv
Connectivity in Random Annulus Graphs and the Geometric Block Model1804.05013v3 · Sainyam Galhotra, Arya Mazumdar, Soumyabrata Pal et al.2018 · 6 citationsarXiv
The Geometric Block Model1709.05510v2 · Sainyam Galhotra, Arya Mazumdar, Soumyabrata Pal et al.2017 · 6 citationsarXiv
Fairness Testing: Testing Software for Discrimination1709.03221v1 · Sainyam Galhotra, Yuriy Brun, Alexandra Meliou2017 · 400 citationsarXiv
Holistic Influence Maximization: Combining Scalability and Efficiency with Opinion-Aware Models1602.03110v1 · Sainyam Galhotra, Akhil Arora, Shourya Roy2016 · 132 citationsarXiv
Optimal Radius for Connectivity in Duty-Cycled Wireless Sensor Networks1408.5069v2 · Amitabha Bagchi, Cristina Pinotti, Sainyam Galhotra et al.2014 · 10 citationsACM T Sensor Network 11(2):36, (February 2015)
Turing-Hopf instabilities through a combination of diffusion, advection, and finite size effects.24437890 · Galhotra, Sainyam, Bhattacharjee, J K, Agarwalla, Bijay Kumar2014 · 2 citationsThe Journal of chemical physics. 2014;140(2):024501
Career total: 106 works. 50 are in this corpus.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.