Ashoka University Safexpress Centre

Publications

2025

Forthcoming

Finetuning a Neural Weather Model to India Rainfall

Saptarish Dhanuka, Manmeet Singh, Sandeep Juneja

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

Submitted

Portfolio optimization using anomalies: A deep learning approach

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

<p>Submitted, 2025</p>

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.

<p>Submitted, 2025</p>

Forthcoming

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

Bandyopadhyay, A. and Juneja S.

<p>To appear in PERFORMANCE 2025</p>

[LINK]
Forthcoming

Data-driven estimation of tail probabilities under varying distributional assumptions

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

<p>To appear in Winter Simulation Conference (WSC), IEEE, 2025</p>

Workshop

Optimal Algorithms for Bandit Learning in Matching Markets

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

<p>To appear in Dynamics at the Frontiers of Optimization, Sampling, and Games – NeurIPS 2025 Workshop</p>

Workshop

Deep learning for short-range monsoon rainfall forecast using ground truth rainfall data.

Aastha Jain · Jatin Batra · Apoorva Narula · Rajeevan Madhavan Nair · Sandeep Juneja.

<p>Neurips 2025 Workshop Tackling Climate Change with Machine Learning.</p>

Workshop

Finetuning a Neural Weather Model to India Rainfall

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

<p>Accepted to ACM IKDD CODS 2025, the 13th International Conference on Data Science AI for Sciences Track</p>

Published

Optimal Algorithms for Bandit Learning in Matching Markets. Dynamics at the Frontiers of Optimization, Sampling, and Games

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

<p>NeurIPS 2025 Workshop</p>

Forthcoming

Risk Factors For the Indian Equity Market: Statistics, Visualization, and an Interactive Tool.

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

<p>Preprint, 2025</p>

2024

Forthcoming

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

Deep, Vikas, Achal Bassamboo, and Sandeep Kumar Juneja

<p>Forty-first International Conference on Machine Learning (ICML)</p>

[LINK]
Forthcoming

A Deep Learning Approach for Rare Event Simulation in Diffusion Processes

Hult, Henrik, et al.

<p>2024 Winter Simulation Conference (WSC), IEEE, 2024</p>

[LINK]
Forthcoming

Selecting the Safest Design in Rare Event Settings

Bhattacharjee, Anirban, and Sandeep Juneja

<p>2024 Winter Simulation Conference (WSC), IEEE, 2024</p>

[LINK]
Forthcoming

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

Bandyopadhyay, Agniv, et al.

<p>Advances in Neural Information Processing Systems (NeurIPS), vol. 37, 2024</p>

[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.

<p>Published, 2024</p>

[LINK]