Robert Osazuwa Ness

22 papers A* 3B 1Journal 15Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	COBRA-PPM: A Causal Bayesian Reasoning Architecture Using Probabilistic Programming for Robot Manipulation Under Uncertainty. ECMR Ricardo Cannizzaro, Michael Groom, Jonathan Routley, Robert Osazuwa Ness, Lars Kunze
2025	J	`jnl`	Generative Propaganda. CoRR Madeleine I. G. Daepp, Alejandro Cuevas, Robert Osazuwa Ness, Vickie Yu-Ping Wang, Bharat Kumar Nayak, Dibyendu Mishra, Ti-Chung Cheng, Shaily Desai, Joyojeet Pal
2025	A*	`conf`	Walk the Talk? Measuring the Faithfulness of Large Language Model Explanations. ICLR Katie Matton, Robert Osazuwa Ness, John V. Guttag, Emre Kiciman
2025	J	`jnl`	Walk the Talk? Measuring the Faithfulness of Large Language Model Explanations. CoRR Katie Matton, Robert Osazuwa Ness, John V. Guttag, Emre Kiciman
2024	J	`jnl`	Causal Reasoning and Large Language Models: Opening a New Frontier for Causality. Trans. Mach. Learn. Res. Emre Kiciman, Robert Osazuwa Ness, Amit Sharma, Chenhao Tan
2024	J	`jnl`	MedFuzz: Exploring the Robustness of Large Language Models in Medical Question Answering. CoRR Robert Osazuwa Ness, Katie Matton, Hayden S. Helm, Sheng Zhang, Junaid Bajwa, Carey E. Priebe, Eric Horvitz
2024	J	`jnl`	Physics-Based Causal Reasoning for Safe & Robust Next-Best Action Selection in Robot Manipulation Tasks. CoRR Ricardo Cannizzaro, Michael Groom, Jonathan Routley, Robert Osazuwa Ness, Lars Kunze
2023	J	`jnl`	Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine. CoRR Harsha Nori, Yin Tat Lee, Sheng Zhang, Dean Carignan, Richard Edgar, Nicolò Fusi, Nicholas King, Jonathan Larson, Yuanzhi Li, Weishung Liu, Renqian Luo, Scott Mayer McKinney, Robert Osazuwa Ness, Hoifung Poon, Tao Qin, Naoto Usuyama, Christopher M. White, Eric Horvitz
2023	J	`jnl`	Causal Reasoning and Large Language Models: Opening a New Frontier for Causality. CoRR Emre Kiciman, Robert Osazuwa Ness, Amit Sharma, Chenhao Tan
2023	A*	`conf`	Evaluating Cognitive Maps and Planning in Large Language Models with CogEval. NeurIPS Ida Momennejad, Hosein Hasanbeig, Felipe Vieira Frujeri, Hiteshi Sharma, Nebojsa Jojic, Hamid Palangi, Robert Osazuwa Ness, Jonathan Larson
2023	J	`jnl`	Evaluating Cognitive Maps and Planning in Large Language Models with CogEval. CoRR Ida Momennejad, Hosein Hasanbeig, Felipe Vieira Frujeri, Hiteshi Sharma, Robert Osazuwa Ness, Nebojsa Jojic, Hamid Palangi, Jonathan Larson
2023	J	`jnl`	Knowledge Guided Representation Learning and Causal Structure Learning in Soil Science. CoRR Somya Sharma, Swati Sharma, Licheng Liu, Rishabh Tushir, Andy Neal, Robert Osazuwa Ness, John Crawford, Emre Kiciman, Ranveer Chandra
2023	—	`conf`	Preface: The 2023 ACM SIGKDD Workshop on Causal Discovery, Prediction and Decision. CDPD Thuc Duy Le, Jiuyong Li, Robert Osazuwa Ness, Sofia Triantafillou, Shohei Shimizu, Peng Cui, Kun Kuang, Jian Pei, Fei Wang, Mattia Prosperi
2023	—	`ed.`	The KDD'23 Workshop on Causal Discovery, Prediction and Decision, 07 August 2023, Long Beach, CA, USA CDPD Thuc Duy Le, Jiuyong Li, Robert Osazuwa Ness, Sofia Triantafillou, Shohei Shimizu, Peng Cui, Kun Kuang, Jian Pei, Fei Wang, Mattia Prosperi
2022	J	`jnl`	Do-calculus enables estimation of causal effects in partially observed biomolecular pathways. Bioinform. Sara Mohammad Taheri, Jeremy Zucker, Charles Tapley Hoyt, Karen Sachs, Vartika Tewari, Robert Osazuwa Ness, Olga Vitek
2021	J	`jnl`	Do-calculus enables causal reasoning with latent variable models. CoRR Sara Mohammad Taheri, Robert Osazuwa Ness, Jeremy Zucker, Olga Vitek
2021	J	`jnl`	Leveraging Structured Biological Knowledge for Counterfactual Inference: A Case Study of Viral Pathogenesis. IEEE Trans. Big Data Jeremy Zucker, Kaushal Paneri, Sara Mohammad Taheri, Somya Bhargava, Pallavi Kolambkar, Craig Bakker, Jeremy Teuton, Charles Tapley Hoyt, Kristie L. Oxford, Robert Osazuwa Ness, Olga Vitek
2021	J	`jnl`	Leveraging Structured Biological Knowledge for Counterfactual Inference: a Case Study of Viral Pathogenesis. CoRR Jeremy Zucker, Kaushal Paneri, Sara Mohammad Taheri, Somya Bhargava, Pallavi Kolambkar, Craig Bakker, Jeremy Teuton, Charles Tapley Hoyt, Kristie L. Oxford, Robert Osazuwa Ness, Olga Vitek
2019	A*	`conf`	Integrating Markov processes with structural causal modeling enables counterfactual inference in complex systems. NeurIPS Robert Osazuwa Ness, Kaushal Paneri, Olga Vitek
2019	J	`jnl`	Integrating Markov processes with structural causal modeling enables counterfactual inference in complex systems. CoRR Robert Osazuwa Ness, Kaushal Paneri, Olga Vitek
2018	J	`jnl`	A Bayesian Active Learning Experimental Design for Inferring Signaling Networks. J. Comput. Biol. Robert Osazuwa Ness, Karen Sachs, Parag Mallick, Olga Vitek
2017	B	`conf`	A Bayesian Active Learning Experimental Design for Inferring Signaling Networks. RECOMB Robert Osazuwa Ness, Karen Sachs, Parag Mallick, Olga Vitek