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ORCIDTanmay Gautam
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2020 – today
- 2024
[c7]Samuel Pfrommer, Yatong Bai, Tanmay Gautam, Somayeh Sojoudi:
Ranking Manipulation for Conversational Search Engines. EMNLP 2024: 9523-9552- [c6]Tanmay Gautam, Youngsuk Park, Hao Zhou, Parameswaran Raman, Wooseok Ha:
Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models. ICML 2024 - [c5]Tanmay Gautam, Reid Pryzant, Ziyi Yang, Chenguang Zhu, Somayeh Sojoudi:
Soft convex quantization: revisiting Vector Quantization with convex optimization. L4DC 2024: 273-285 - [i8]Tanmay Gautam, Youngsuk Park, Hao Zhou, Parameswaran Raman, Wooseok Ha:
Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models. CoRR abs/2404.08080 (2024) - [i7]Samuel Pfrommer, Yatong Bai, Tanmay Gautam, Somayeh Sojoudi:
Ranking Manipulation for Conversational Search Engines. CoRR abs/2406.03589 (2024) - 2023
- [j1]Yatong Bai, Tanmay Gautam, Somayeh Sojoudi:
Efficient Global Optimization of Two-Layer ReLU Networks: Quadratic-Time Algorithms and Adversarial Training. SIAM J. Math. Data Sci. 5(2): 446-474 (2023) - [c4]Tanmay Gautam, Samuel Pfrommer, Somayeh Sojoudi:
Meta-Learning Parameterized First-Order Optimizers Using Differentiable Convex Optimization. CDC 2023: 2284-2291 - [i6]Tanmay Gautam, Samuel Pfrommer, Somayeh Sojoudi:
Meta-Learning Parameterized First-Order Optimizers using Differentiable Convex Optimization. CoRR abs/2303.16952 (2023) - [i5]Tanmay Gautam, Reid Pryzant, Ziyi Yang, Chenguang Zhu, Somayeh Sojoudi:
Soft Convex Quantization: Revisiting Vector Quantization with Convex Optimization. CoRR abs/2310.03004 (2023) - 2022
- [c3]Yatong Bai, Tanmay Gautam, Yu Gai, Somayeh Sojoudi:
Practical Convex Formulations of One-hidden-layer Neural Network Adversarial Training. ACC 2022: 1535-1542 - [c2]Tanmay Gautam, Brendon G. Anderson, Somayeh Sojoudi, Laurent El Ghaoui:
A Sequential Greedy Approach for Training Implicit Deep Models. CDC 2022: 2751-2758 - [c1]Samuel Pfrommer, Tanmay Gautam, Alec Zhou, Somayeh Sojoudi:
Safe Reinforcement Learning with Chance-constrained Model Predictive Control. L4DC 2022: 291-303 - [i4]Yatong Bai, Tanmay Gautam, Somayeh Sojoudi:
Efficient Global Optimization of Two-layer ReLU Networks: Quadratic-time Algorithms and Adversarial Training. CoRR abs/2201.01965 (2022) - [i3]Brendon G. Anderson, Tanmay Gautam, Somayeh Sojoudi:
An Overview and Prospective Outlook on Robust Training and Certification of Machine Learning Models. CoRR abs/2208.07464 (2022) - 2021
- [i2]Yatong Bai, Tanmay Gautam, Yu Gai, Somayeh Sojoudi:
Practical Convex Formulation of Robust One-hidden-layer Neural Network Training. CoRR abs/2105.12237 (2021) - [i1]Samuel Pfrommer, Tanmay Gautam, Alec Zhou, Somayeh Sojoudi:
Safe Reinforcement Learning with Chance-constrained Model Predictive Control. CoRR abs/2112.13941 (2021)
Coauthor Index
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