Pratik Chaudhari

Cited by

	All	Since 2018
Citations	2785	2634
h-index	16	16
i10-index	29	28

960

480

240

720

201420152016201720182019202020212022202317 11 21 53 164 195 435 682 946 187

Public access

View all

9 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Stefano SoattoProfessor of Computer Science, UCLA; VP, AWSVerified email at ucla.edu
Alex SmolaBoson AIVerified email at smola.org
Rasool FakoorAmazon Web ServicesVerified email at mavs.uta.edu
Emilio FrazzoliProfessor of Dynamic Systems and ControlVerified email at ethz.ch
Avinash RavichandranPrincipal Applied Scientist, Perception, CruiseVerified email at cis.jhu.edu
Riccardo Zecchinaprofessor, theoretical physics, Bocconi UniversityVerified email at unibocconi.it
Carlo BaldassiBocconi University; ELLIS scholarVerified email at unibocconi.it
Zachary C. LiptonAssistant Professor at Carnegie Mellon University; Chief Scientific Officer at AbridgeVerified email at cmu.edu
Guneet Singh DhillonUniversity of OxfordVerified email at stats.ox.ac.uk
Adam M. ObermanProfessor, Department of Mathematics and Statistics, McGill UniversityVerified email at mcgill.ca
Aston ZhangAWS AI ResearchVerified email at amazon.com
Mu LiAmazonVerified email at amazon.com
Anna ChoromanskaNew York UniversityVerified email at nyu.edu
Yann LeCunChief AI Scientist at Facebook & Silver Professor at the Courant Institute, New York UniversityVerified email at cs.nyu.edu
Levent SagunFacebook AI ResearchVerified email at fb.com
Jennifer ChayesProfessor, UC BerkeleyVerified email at jenniferchayes.com
Christian BorgsProfessor, UC BerkeleyVerified email at christianborgs.com
Sertac KaramanAssociate Professor of Aeronautics and Astronautics, Massachusetts Institute of TechnologyVerified email at mit.edu
Jonas MuellerCleanlabVerified email at csail.mit.edu
Christos DavatzikosDirector, AI2D Center for AI and Data Science for Integrated Diagnostics, Professor of Radiology/ESEVerified email at pennmedicine.upenn.edu

Pratik Chaudhari

University of Pennsylvania

Verified email at seas.upenn.edu - Homepage

Deep Learning Machine Learning Robotics Computer Vision


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Dive into deep learning A Zhang, Z Lipton, Li, Mu, AJ Smola	622	2021
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	611	2019
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	611	2017
A Baseline for Few-Shot Image Classification GS Dhillon, P Chaudhari, A Ravichandran, S Soatto ICLR, arXiv:1909.02729, 2020	434	2020
Stochastic gradient descent performs variational inference, converges to limit cycles for deep networks P Chaudhari, S Soatto ICLR, arXiv:1710.11029, 2018	260	2018
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	146	2018
Meta-Q-Learning R Fakoor, P Chaudhari, S Soatto, AJ Smola ICLR, arXiv:1910.00125, 2020	95	2020
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	94	2013
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	86	2020
P3O: Policy-on Policy-off Policy Optimization R Fakoor, P Chaudhari, AJ Smola UAI, arXiv:1905.01756, 2019	39	2019
Sampling-based algorithms for continuous-time POMDPs P Chaudhari, S Karaman, D Hsu, E Frazzoli ACC, 4604-4610, 2013	39	2013
On the energy landscape of deep networks P Chaudhari, S Soatto ICML Workshop on Optimization in Machine Learning, 2016	30*	2016
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	29	2020
Game theoretic controller synthesis for multi-robot motion planning Part I: Trajectory based algorithms M Zhu, M Otte, P Chaudhari, E Frazzoli ICRA, 1646-1651, 2014	27	2014
Parle: parallelizing stochastic gradient descent P Chaudhari, C Baldassi, R Zecchina, S Soatto, A Talwalkar, A Oberman SysML, arXiv:1707.00424, 2018	24	2018
Sampling-based algorithms for optimal motion planning using process algebra specifications V Varricchio, P Chaudhari, E Frazzoli ICRA, 5326-5332, 2014	20	2014
Model Zoo: A Growing "Brain" That Learns Continually R Ramesh, P Chaudhari ICLR, arXiv:2106.03027, 2022	17*	2022
Continuous Doubly Constrained Batch Reinforcement Learning R Fakoor, K Asadi, J Mueller, P Chaudhari, AJ Smola NeurIPS, arXiv:2102.09225, 2021	16	2021
Harmonization with Flow-based Causal Inference R Wang, P Chaudhari, C Davatzikos MICCAI, arXiv:2106.06845, 2021	15	2021
An Information-Geometric Distance on the Space of Tasks Y Gao, P Chaudhari ICML, arXiv:2011.00613, 2021	15	2021

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors