Anmol Dwivedi and Nurali Virani and Santiago Paternain and Ali Tajer. RL for Mitigating Cascading Failures: Targeted Exploration via Sensitivity Factors. Proc. Conference on Neural Information Processing Systems (NeurIPS) -- Tackling Climate Change with Machine Learning Workshop. Vancouver, Canada, December 2024.

Z. Yan and A. Tajer. Linear Causal Bandits: Unknown Graph and Soft Interventions. In Proc. Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada, December 2024.

B. Varici, D. Katz-Rogozhniko, D. Wei, P. Sattiger, A. Tajer. Interventional Causal Discovery in a Mixture of DAGs. in Proc. Conference on Neural Information Processing Systems (NeurIPS). Vancounver, Canada, December 2024.

E. Acartürk. B. Varıcı, K. Shanmugam, and A. Tajer. Sample Complexity of Interventional Causal Representation Learning. In Proc. Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada, December 2024.

B. Varıcı, E. Acartürk, K. Shanmugam, and A. Tajer. Linear Causal Representation Learning from Unknown Multi-node Interventions. In Proc. Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada, December 2024.

A. Mukherjee and A. Tajer. BAI in Exponential Family: Efficiency and Optimality. In Proc. IEEE International Symposium on Information Theory (ISIT), Athens, Greece, July 2024.

Z. Yan, A. Mukherjee, B. Varıcı, and A. Tajer. Improved Bound for Robust Causal Bandits with Linear Models. In Proc. IEEE International Symposium on Information Theory (ISIT), Athens, Greece, July 2024.

B. Varıcı, E. Acartürk, K. Shanmugam, and A. Tajer. General Identifiability and Achievability for Causal Representation Learning. In Proc. International Conference on Artificial Intelligence and Statistics (AISTATS), Valencia, Spain, May 2024.

Z. Yan, D. Wei, D. Katz-Rogozhnikov, P. Sattigeri, and A. Tajer. General Causal Bandits: General Causal Models and Interventions. In Proc. International Conference on Artificial Intelligence and Statistics (AISTATS), Valencia, Spain, May 2024.

B. Varıcı, E. Acartürk, K. Shanmugam, and A. Tajer.  Score-based Causal Representation Learning from Interventions: Nonparametric Identifiability. In Proc. Conference on Neural Information Processing Systems (NeurIPS) – Workshop on Causal Representation Learning, New Orleans, LA, December 2023.

J. Zhang, H. Chao, A. Dhurandhar, P.-Y. Chen, A. Tajer, Y. Xu, and P. Yan. Spectral Adversarial MixUp for Few-Shot Unsupervised Domain Adaptation. In Proc. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Vancouver, Canada, October 2023.

J. Zhang, H. Chao, A. Dhurandhar, P.-Y. Chen, A. Tajer, Y. Xu, and P. Yan. When Neural Networks Fail to Generalize? A Model Sensitivity Perspective. In Proc. AAAI Conference on Artificial Intelligence (AAAI), Washington, D.C., February 2023.

B. Varıcı, K. Shanmugam, P. Sattigeri, and A. Tajer. Intervention Target Estimation in the Presence of Latent Variables. In Proc. The Conference on Uncertainty in Artificial Intelligence, Amsterdam (UAI), Netherlands, August 2022

A. Mukherjee and A. Tajer. SPRT-Based Best Arm Identification in Stochastic Bandits. In Proc. IEEE International Symposium on Information Theory (ISIT), Espoo, Finland, July 2022

Z. Yan, Q. Xiao, T. Chen, and A. Tajer. Federated multi-armed bandit via uncoordinated exploration. In Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapore, May 2022

B. Varıcı, K. Shanmugam, P. Sattigeri, and A. Tajer. Scalable Intervention Target Estimation in Linear Models. In Proc. Conference on Neural Information Processing Systems (NeurIPS), Virtual, December 2021

A. Mukherjee, A. Tajer, P.-Y. Chen, and P. Das. Mean-based Best Arm Identification in Stochastic Bandits under Reward Contamination. In Proc. Conference on Neural Information Processing Systems (NeurIPS), Virtual, December 2021

J. Heydari and A. Tajer. Active Sampling for Binary Gaussian Model Testing in High Dimensions. In Proc. International Conference on Machine Learning (ICML), Virtual, July 2021

A. Chaudhuri, G. Fellouris, and A. Tajer. Sequential Change Detection of a Correlation structure under a Sampling Constraint. In Proc. IEEE International Symposium on Information Theory (ISIT), Melbourne, Australia, June 2021

A. Mukherjee, A. Tajer, P.-Y. Chen, and P. Das. Active Binary Classification of Random Fields. In Proc. IEEE International Symposium on Information Theory (ISIT), Melbourne, Australia, June 2021