Harsh Mehta

According to our database, Harsh Mehta authored at least 25 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Towards Large Scale Transfer Learning for Differentially Private Image Classification.

Harsh Mehta, Abhradeep Guha Thakurta, Alexey Kurakin, Ashok Cutkosky

Trans. Mach. Learn. Res., 2023

Differentially Private Image Classification from Features.

Harsh Mehta, Walid Krichene, Abhradeep Guha Thakurta, Alexey Kurakin, Ashok Cutkosky

Trans. Mach. Learn. Res., 2023

When, Why and How Much? Adaptive Learning Rate Scheduling by Refinement.

Aaron Defazio, Ashok Cutkosky, Harsh Mehta, Konstantin Mishchenko

CoRR, 2023

Mechanic: A Learning Rate Tuner.

Ashok Cutkosky, Aaron Defazio, Harsh Mehta

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Optimal Stochastic Non-smooth Non-convex Optimization through Online-to-Non-convex Conversion.

Ashok Cutkosky, Harsh Mehta, Francesco Orabona

Proceedings of the International Conference on Machine Learning, 2023

Long Range Language Modeling via Gated State Spaces.

Harsh Mehta, Ankit Gupta, Ashok Cutkosky, Behnam Neyshabur

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Simplifying and Understanding State Space Models with Diagonal Linear RNNs.

Ankit Gupta, Harsh Mehta, Jonathan Berant

CoRR, 2022

Convexifying Transformers: Improving optimization and understanding of transformer networks.

Tolga Ergen, Behnam Neyshabur, Harsh Mehta

CoRR, 2022

Large Scale Transfer Learning for Differentially Private Image Classification.

Harsh Mehta, Abhradeep Thakurta, Alexey Kurakin, Ashok Cutkosky

CoRR, 2022

Transformer Memory as a Differentiable Search Index.

Yi Tay, Vinh Tran, Mostafa Dehghani, Jianmo Ni, Dara Bahri, Harsh Mehta, Zhen Qin, Kai Hui, Zhe Zhao, Jai Prakash Gupta, Tal Schuster, William W. Cohen, Donald Metzler

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

ALX: Large Scale Matrix Factorization on TPUs.

Harsh Mehta, Steffen Rendle, Walid Krichene, Li Zhang

CoRR, 2021

High-probability Bounds for Non-Convex Stochastic Optimization with Heavy Tails.

Ashok Cutkosky, Harsh Mehta

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Extreme Memorization via Scale of Initialization.

Harsh Mehta, Ashok Cutkosky, Behnam Neyshabur

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Flood Prediction using Artificial Neural Networks: Empirical Evidence from Mauritius as a Case Study.

A. Zaynah Dhunny, Reena Hansa Seebocus, Zaheer Allam, Mohammad Yasser Chuttur, Muhammed Eltahan, Harsh Mehta

Knowl. Eng. Data Sci., 2020

Retouchdown: Adding Touchdown to StreetLearn as a Shareable Resource for Language Grounding Tasks in Street View.

Harsh Mehta, Yoav Artzi, Jason Baldridge, Eugene Ie, Piotr Mirowski

CoRR, 2020

Momentum Improves Normalized SGD.

Ashok Cutkosky, Harsh Mehta

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

VALAN: Vision and Language Agent Navigation.

Larry Lansing, Vihan Jain, Harsh Mehta, Haoshuo Huang, Eugene Ie

CoRR, 2019

Multi-modal Discriminative Model for Vision-and-Language Navigation.

Haoshuo Huang, Vihan Jain, Harsh Mehta, Jason Baldridge, Eugene Ie

CoRR, 2019

Transferable Representation Learning in Vision-and-Language Navigation.

Haoshuo Huang, Vihan Jain, Harsh Mehta, Alexander Ku, Gabriel Magalhães, Jason Baldridge, Eugene Ie

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2017

Products of Farey Fractions.

Jeffrey C. Lagarias, Harsh Mehta

Exp. Math., 2017

2014

A 3nV/vHz programmable gain/BW mixed-signal 4th order Chebyshev high-pass filter for ADSL/VDSL analog front end in 28nm CMOS.

Harsh Mehta, Gautham Krishnamurthy, Michael A. Inerfield, Fang Lin, Tom Kwan

Proceedings of the Symposium on VLSI Circuits, 2014

A 28 nm analog and audio mixed-signal front end for 4G/LTE Cellular System-on-Chip.

Xicheng Jiang, Xinyu Yu, Fang Lin, Felix Cheung, Mike Inerfield, Kevin Li, Abhishek Kamath, Harsh Mehta, Jingbo Duan, Jing Yang, Gautham Krishnamurthy, Sumant Ranganathan, Darwin Cheung, Naga Radha Krishna Damaraju, Jianlong Chen, Dongtian Lu, Vinod Jayakumar, Leon Wang, Dario Soltesz, Hongwei Kong, Min Zhang, David Chang

Proceedings of the ESSCIRC 2014, 2014

2013

First physical model of human tissue skin based memristors and their network.

Shiv Prasad Kosta, Archana Dubey, Prateek Gupta, Preeti Nair, Shakti Kosta, Jitendra Prasad Chaudhary, Bhavin S. Patel, Amit Patel, Atul Vishwkarma, Jaimin R. Patel, Harsh Mehta, Piyush R. Vaghela, Kalpesh N. Patel, Bhavin Dave

Int. J. Medical Eng. Informatics, 2013

2012

Human blood-based electronic transistor.

Shiv Prasad Kosta, Mukta Bhatele, Jitendra Prasad Chaudhary, Trushit Upadhyay, Dilip Soni, S. Purnima Nema, Yogesh P. Kosta, Kalpesh N. Patel, Piyush R. Vaghela, Jaimin R. Patel, Bhavin S. Patel, Lunika Thakre, Shakti Kosta, Siddharth Dutt Choubey, Tushar Nigam, Harsh Mehta

Int. J. Medical Eng. Informatics, 2012

2010

Virtual Keyboard Using Shadow Analysis.

Yazad Adajania, Jimit Gosalia, Akshay Kanade, Harsh Mehta, Narendra M. Shekokar

Proceedings of the 3rd International Conference on Emerging Trends in Engineering and Technology, 2010