متابعة
Pratik Chaudhari
Pratik Chaudhari
University of Pennsylvania
بريد إلكتروني تم التحقق منه على seas.upenn.edu - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Dive into deep learning‏
A Zhang, ZC Lipton, M Li, AJ Smola‏
Cambridge University Press, 2023‏
16392023
Entropy-SGD: Biasing gradient descent into wide valleys‏
P Chaudhari, A Choromanska, S Soatto, Y LeCun, C Baldassi, C Borgs, ...‏
Journal of Statistical Mechanics: Theory and Experiment 2019 (12), 124018, 2019‏
8732019
Entropy-SGD: biasing gradient descent into wide valleys‏
P Chaudhari, A Choromanska, S Soatto, Y LeCun, C Baldassi, C Borgs, ...‏
ICLR, arXiv:1611.01838, 2017‏
8732017
A Baseline for Few-Shot Image Classification‏
GS Dhillon, P Chaudhari, A Ravichandran, S Soatto‏
ICLR, arXiv:1909.02729, 2020‏
7322020
Stochastic gradient descent performs variational inference, converges to limit cycles for deep networks‏
P Chaudhari, S Soatto‏
ICLR, arXiv:1710.11029, 2018‏
3672018
Meta-Q-Learning‏
R Fakoor, P Chaudhari, S Soatto, AJ Smola‏
ICLR, arXiv:1910.00125, 2020‏
1872020
Deep relaxation: partial differential equations for optimizing deep neural networks‏
P Chaudhari, A Oberman, S Osher, S Soatto, G Carlier‏
Research in the Mathematical Sciences 5, 1-30, 2018‏
1822018
Rethinking the Hyperparameters for Fine-tuning‏
H Li, P Chaudhari, H Yang, M Lam, A Ravichandran, R Bhotika, S Soatto‏
ICLR, arXiv:2002.11770, 2020‏
1762020
Incremental sampling-based algorithm for minimum-violation motion planning‏
LIR Castro, P Chaudhari, J Tůmová, S Karaman, E Frazzoli, D Rus‏
CDC, 3217-3224, 2013‏
1132013
Model Zoo: A Growing "Brain" That Learns Continually‏
R Ramesh, P Chaudhari‏
ICLR, arXiv:2106.03027, 2022‏
782022
P3O: Policy-on Policy-off Policy Optimization‏
R Fakoor, P Chaudhari, AJ Smola‏
UAI, arXiv:1905.01756, 2019‏
702019
Fast, Accurate, and Simple Models for Tabular Data via Augmented Distillation‏
R Fakoor, J Mueller, N Erickson, P Chaudhari, AJ Smola‏
NeurIPS, arXiv:2006.14284, 2020‏
672020
Embracing the Disharmony in Medical Imaging: A Simple and Effective Framework for Domain Adaptation‏
R Wang, P Chaudhari, C Davatzikos‏
Medical Image Analysis, arXiv:2103.12857, 2021‏
632021
Bias in machine learning models can be significantly mitigated by careful training: Evidence from neuroimaging studies‏
R Wang, P *Chaudhari, C *Davatzikos‏
Proceedings of the National Academy of Sciences 120 (6), e2211613120, 2023‏
592023
BayesRace: Learning to race autonomously using prior experience‏
A Jain, P Chaudhari, M Morari‏
CoRL, arXiv:2005.04755, 2020‏
482020
Scalable Reinforcement Learning Policies for Multi-Agent Control‏
CD Hsu, H Jeong, GJ Pappas, P Chaudhari‏
IROS, arXiv:2011.08055, 2021‏
402021
On the energy landscape of deep networks‏
P Chaudhari, S Soatto‏
ICML Workshop on Optimization in Machine Learning, 2016‏
39*2016
Harmonization with Flow-based Causal Inference‏
R Wang, P Chaudhari, C Davatzikos‏
MICCAI, arXiv:2106.06845, 2021‏
382021
Sampling-based algorithms for continuous-time POMDPs‏
P Chaudhari, S Karaman, D Hsu, E Frazzoli‏
ACC, 4604-4610, 2013‏
372013
Continuous Doubly Constrained Batch Reinforcement Learning‏
R Fakoor, K Asadi, J Mueller, P Chaudhari, AJ Smola‏
NeurIPS, arXiv:2102.09225, 2021‏
362021
يتعذر على النظام إجراء العملية في الوقت الحالي. عاود المحاولة لاحقًا.
مقالات 1–20