Sunil Gupta

Identifiers

• name variant Sunil Gupta 0.60 · backfill

Papers (20)

1. Uncertainty-Aware Budget Allocation for Adaptive Test-Time Reasoning cs.CL · 2026 · author #2
2. Post-Optimization Adaptive Rank Allocation for LoRA cs.AI · 2026 · author #2
3. Improving Diversity in Black-box Few-shot Knowledge Distillation cs.CV · 2026 · author #4
4. Diverse Image Priors for Black-box Data-free Knowledge Distillation cs.LG · 2026 · author #5
5. Beyond Majority Voting: Efficient Best-Of-N with Radial Consensus Score cs.CL · 2026 · author #2
6. Distance Is All You Need: Radial Dispersion for Uncertainty Estimation in Large Language Models cs.LG · 2025 · author #2
7. Regret Bounds for Expected Improvement Algorithms in Gaussian Process Bandit Optimization cs.LG · 2022 · author #2
8. Bayesian Optimistic Optimisation with Exponentially Decaying Regret cs.LG · 2021 · author #2
9. Sub-linear Regret Bounds for Bayesian Optimisation in Unknown Search Spaces stat.ML · 2020 · author #2
10. Trading Convergence Rate with Computational Budget in High Dimensional Bayesian Optimization stat.ML · 2019 · author #2
11. Accelerating Experimental Design by Incorporating Experimenter Hunches stat.ML · 2019 · author #3
12. Stable Bayesian Optimisation via Direct Stability Quantification stat.ML · 2019 · author #2
13. Fast Hyperparameter Tuning using Bayesian Optimization with Directional Derivatives cs.LG · 2019 · author #3
14. Practical Batch Bayesian Optimization for Less Expensive Functions cs.LG · 2018 · author #2
15. Hybrid Generative-Discriminative Models for Inverse Materials Design stat.ML · 2018 · author #3
16. Rapid Bayesian optimisation for synthesis of short polymer fiber materials stat.ML · 2018 · author #4
17. High Dimensional Bayesian Optimization Using Dropout stat.ML · 2018 · author #2
18. Covariance Function Pre-Training with m-Kernels for Accelerated Bayesian Optimisation stat.ML · 2018 · author #2
19. Budgeted Batch Bayesian Optimization With Unknown Batch Sizes cs.LG · 2017 · author #3
20. How are Forbush decreases related with IP magnetic field enhancements ? astro-ph.SR · 2014 · author #3

Mentions

• 2605.26849 #2 · arxiv_oai · confidence 0.70 Sunil Gupta

Frequent Coauthors

• Santu Rana 13 shared papers
• Svetha Venkatesh 13 shared papers
• Cheng Li 6 shared papers
• Hung Tran-The 4 shared papers
• Vu Nguyen 4 shared papers
• Alessandra Sutti 3 shared papers
• Alistair Shilton 3 shared papers
• Dang Nguyen 3 shared papers
• Hung Le 3 shared papers
• Manh Nguyen 3 shared papers
• Murray Height 3 shared papers
• David Rubin 2 shared papers
• Kien Do 2 shared papers
• Teo Slezak 2 shared papers
• Tri-Nhan Vo 2 shared papers
• Alireza Vahid 1 shared papers
• Arunbabu K. P. 1 shared papers
• David Rubin de Celis Leal 1 shared papers
• H. M. Antia 1 shared papers
• Huong Ha 1 shared papers