default search action
Anirbit Mukherjee
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [j4]Pulkit Gopalani, Samyak Jha, Anirbit Mukherjee:
Global Convergence of SGD For Logistic Loss on Two Layer Neural Nets. Trans. Mach. Learn. Res. 2024 (2024) - [j3]Anirbit Mukherjee, Amartya Roy:
Size Lowerbounds for Deep Operator Networks. Trans. Mach. Learn. Res. 2024 (2024) - [i19]Matteo Tucat, Anirbit Mukherjee:
Regularized Gradient Clipping Provably Trains Wide and Deep Neural Networks. CoRR abs/2404.08624 (2024) - [i18]Mohan Ren, Zhihao Fang, Keren Li, Anirbit Mukherjee:
Improving PINNs By Algebraic Inclusion of Boundary and Initial Conditions. CoRR abs/2407.20741 (2024) - 2023
- [j2]Sayar Karmakar, Anirbit Mukherjee, Theodore Papamarkou:
Depth-2 neural networks under a data-poisoning attack. Neurocomputing 532: 56-66 (2023) - [i17]Anirbit Mukherjee, Amartya Roy:
Size Lowerbounds for Deep Operator Networks. CoRR abs/2308.06338 (2023) - [i16]Pulkit Gopalani, Samyak Jha, Anirbit Mukherjee:
Global Convergence of SGD For Logistic Loss on Two Layer Neural Nets. CoRR abs/2309.09258 (2023) - [i15]Hongbo Zhu, Angelo Cangelosi, Procheta Sen, Anirbit Mukherjee:
LIPEx - Locally Interpretable Probabilistic Explanations - To Look Beyond The True Class. CoRR abs/2310.04856 (2023) - [i14]Dibyakanti Kumar, Anirbit Mukherjee:
Investigating the Ability of PINNs To Solve Burgers' PDE Near Finite-Time BlowUp. CoRR abs/2310.05169 (2023) - 2022
- [j1]Sayar Karmakar, Anirbit Mukherjee:
Provable training of a ReLU gate with an iterative non-gradient algorithm. Neural Networks 151: 264-275 (2022) - [i13]Sayar Karmakar, Anirbit Mukherjee:
An Empirical Study of the Occurrence of Heavy-Tails in Training a ReLU Gate. CoRR abs/2204.12554 (2022) - [i12]Pulkit Gopalani, Sayar Karmakar, Anirbit Mukherjee:
Capacity Bounds for the DeepONet Method of Solving Differential Equations. CoRR abs/2205.11359 (2022) - [i11]Pulkit Gopalani, Anirbit Mukherjee:
Global Convergence of SGD On Two Layer Neural Nets. CoRR abs/2210.11452 (2022) - 2021
- [i10]Anirbit Mukherjee:
A Study of the Mathematics of Deep Learning. CoRR abs/2104.14033 (2021) - [i9]Soham Dan, Phanideep Gampa, Anirbit Mukherjee:
Investigating the locality of neural network training dynamics. CoRR abs/2111.01166 (2021) - 2020
- [i8]Anirbit Mukherjee, Ramchandran Muthukumar:
Guarantees on learning depth-2 neural networks under a data-poisoning attack. CoRR abs/2005.01699 (2020) - [i7]Anirbit Mukherjee, Ramchandran Muthukumar:
A Study of Neural Training with Non-Gradient and Noise Assisted Gradient Methods. CoRR abs/2005.04211 (2020)
2010 – 2019
- 2018
- [c2]Raman Arora, Amitabh Basu, Poorya Mianjy, Anirbit Mukherjee:
Understanding Deep Neural Networks with Rectified Linear Units. ICLR (Poster) 2018 - [c1]Akshay Rangamani, Anirbit Mukherjee, Amitabh Basu, Ashish Arora, Tejaswini Ganapathi, Sang (Peter) Chin, Trac D. Tran:
Sparse Coding and Autoencoders. ISIT 2018: 36-40 - [i6]Amitabh Basu, Soham De, Anirbit Mukherjee, Enayat Ullah:
Convergence guarantees for RMSProp and ADAM in non-convex optimization and their comparison to Nesterov acceleration on autoencoders. CoRR abs/1807.06766 (2018) - 2017
- [i5]Akshay Rangamani, Anirbit Mukherjee, Ashish Arora, Tejaswini Ganapathy, Amitabh Basu, Sang (Peter) Chin, Trac D. Tran:
Critical Points Of An Autoencoder Can Provably Recover Sparsely Used Overcomplete Dictionaries. CoRR abs/1708.03735 (2017) - [i4]Anirbit Mukherjee, Amitabh Basu:
Lower bounds over Boolean inputs for deep neural networks with ReLU gates. CoRR abs/1711.03073 (2017) - [i3]Raman Arora, Amitabh Basu, Poorya Mianjy, Anirbit Mukherjee:
Understanding Deep Neural Networks with Rectified Linear Units. Electron. Colloquium Comput. Complex. TR17 (2017) - [i2]Anirbit Mukherjee, Amitabh Basu:
Lower bounds over Boolean inputs for deep neural networks with ReLU gates. Electron. Colloquium Comput. Complex. TR17 (2017) - 2016
- [i1]Raman Arora, Amitabh Basu, Poorya Mianjy, Anirbit Mukherjee:
Understanding Deep Neural Networks with Rectified Linear Units. CoRR abs/1611.01491 (2016)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from , , and to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-07 21:23 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint