Publications

2025

Forthcoming

Finetuning a Neural Weather Model to India Rainfall

Saptarish Dhanuka, Manmeet Singh, Sandeep Juneja

Accepted to ACM IKDD CODS 2025, 13th International Conference on Data Science (AI for Sciences Track)

Forthcoming

Game of arrivals to a two queue network with heterogeneous customer routes

Bandyopadhyay, A. and Juneja S.

To appear in PERFORMANCE 2025

[LINK]

Submitted

Generating DDPM-based Samples from Exponentially Tilted Distributions

Mandal, H., Gupta, D., Gupta, R., Iyer, S.R., Bandyopadhyay, A., Bassamboo, A., Gupta, V., Juneja, S.

Submitted, 2025

Forthcoming

Data-driven estimation of tail probabilities under varying distributional assumptions

Ahn, D., Juneja S., Pagare, T. and Shreyas, S.

To appear in Winter Simulation Conference (WSC), IEEE, 2025

Submitted

Portfolio optimization using anomalies: A deep learning approach

Foujdar, A., Juneja, S., Kumar, A., Prabhala, N., & Wagle, S.

Submitted, 2025

Workshop

Optimal Algorithms for Bandit Learning in Matching Markets

Pagare, T., Bandyopadhyay, A. and Juneja, S.

To appear in Dynamics at the Frontiers of Optimization, Sampling, and Games - NeurIPS 2025 Workshop

2024

Forthcoming

Asymptotically Optimal and Computationally Efficient Average Treatment Effect Estimation in A/B testing

Deep, Vikas, Achal Bassamboo, and Sandeep Kumar Juneja

Forty-first International Conference on Machine Learning (ICML)

[LINK]

Forthcoming

A Deep Learning Approach for Rare Event Simulation in Diffusion Processes

Hult, Henrik, et al.

2024 Winter Simulation Conference (WSC), IEEE, 2024

[LINK]

Forthcoming

Selecting the Safest Design in Rare Event Settings

Bhattacharjee, Anirban, and Sandeep Juneja

2024 Winter Simulation Conference (WSC), IEEE, 2024

[LINK]

Forthcoming

Optimal Top-Two Method for Best Arm Identification and Fluid Analysis

Bandyopadhyay, Agniv, et al.

Advances in Neural Information Processing Systems (NeurIPS), vol. 37, 2024

[LINK]

Forthcoming

Comparing Skill of Historical Rainfall Data-Based Monsoon Rainfall Prediction in India with NCEP-NWP Forecasts

Narula, A., Jain, A., Batra, J., & Juneja, S.

Published, 2024

[LINK]