Shivam Gupta

Affiliations:
  • University of Texas at Austin, TX, USA
  • University of Illinois at Urbana-Champaign, Champaign, IL, USA


According to our database1, Shivam Gupta authored at least 12 papers between 2018 and 2024.

Collaborative distances:

Timeline

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2024
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Links

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Bibliography

2024
Faster Diffusion-based Sampling with Randomized Midpoints: Sequential and Parallel.
CoRR, 2024

Improved Sample Complexity Bounds for Diffusion Model Training.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Diffusion Posterior Sampling is Computationally Intractable.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Beyond Catoni: Sharper Rates for Heavy-Tailed and Robust Mean Estimation.
Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024

2023
Sample-Efficient Training for Diffusion.
CoRR, 2023

Minimax-Optimal Location Estimation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

High-dimensional Location Estimation via Norm Concentration for Subgamma Vectors.
Proceedings of the International Conference on Machine Learning, 2023

Finite-Sample Symmetric Mean Estimation with Fisher Information Rate.
Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023

2022
Finite-Sample Maximum Likelihood Estimation of Location.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Outlier-Robust Sparse Estimation via Non-Convex Optimization.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Sharp Constants in Uniformity Testing via the Huber Statistic.
Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022

2018
Nash Equilibrium Computation in Resource Allocation Games.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018


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