CDLS-Publications

Publications

• Finetuning a Neural Weather Model to India Rainfall Accepted to ACM IKDD CODS 2025 13th International Conference on Data Science AI for Sciences Track Saptarishi Dhanuka, Manmeet Singh, Sandeep Juneja
• Bandyopadhyay, A. and Juneja S. Game of arrivals to a two queue network with heterogeneous customer routes. To appear in PERFORMANCE 2025. [link]
  Ahn, D., Juneja S., Pagare, T. and Shreyas, S. Data-driven estimation of tail probabilities under varying distributional assumptions. To appear in Winter Simulation Conference (WSC). IEEE, 2025.
• Pegare, T., Bandyopadhyay, A. and Juneja. S. 2025. Optimal Algorithms for Bandit Learning in Matching Markets. To appear in Dynamics at the Frontiers of Optimization, Sampling, and Games – NeurIPS 2025 Workshop
• Mandal, H., Gupta, D., Gupta, R., Iyer, S.R., Bandyopadhyay, A., Bassamboo, A., Gupta, V., Juneja, S. 2025. Generating DDPM-based Samples from Exponentially Tilted Distributions. 2025. Submitted.
• Foujdar, A., Juneja, S., Kumar, A., Prabhala, N., & Wagle, S. 2025. Portfolio optimization using anomalies: A deep learning approach. Submitted.
• Bandyopadhyay, A. and Juneja S. “Game of arrivals to a two queue network with heterogeneous customer routes.” To appear in PERFORMANCE 2025. [link]
• Ahn, D., Juneja S., Pagare, T. and Shreyas, S. “Data-driven estimation of tail probabilities under varying distributional assumptions.” To appear in Winter Simulation Conference (WSC). IEEE, 2025.
• Deep, Vikas, Achal Bassamboo, and Sandeep Kumar Juneja. “Asymptotically Optimal and Computationally Efficient Average Treatment Effect Estimation in A/B testing.” Forty-first International Conference on Machine Learning. [link]
• Hult, Henrik, et al. “A Deep Learning Approach for Rare Event Simulation in Diffusion Processes.” 2024 Winter Simulation Conference (WSC). IEEE, 2024. [link]
• Bhattacharjee, Anirban, and Sandeep Juneja. “Selecting the Safest Design in Rare Event Settings.” 2024 Winter Simulation Conference (WSC). IEEE, 2024. [link]
• Bandyopadhyay, Agniv, et al. ‘Optimal Top-Two Method for Best Arm Identification and Fluid Analysis’. Advances in Neural Information Processing Systems, edited by A. Globerson et al., vol. 37, Curran Associates, Inc., 2024, pp. 66568–66646 [link]
• Narula, A., Jain, A., Batra, J., & Juneja, S. (2024). Comparing Skill of Historical Rainfall Data-Based Monsoon Rainfall Prediction in India with NCEP-NWP Forecasts. Focus: Comparing machine learning models trained on historical rainfall data with numerical weather prediction models for monsoon forecasting.[link]