Projects per year
Abstract
Original language | English |
---|---|
Journal | Neurocomputing |
Early online date | 21 Feb 2023 |
DOIs | |
Publication status | E-pub ahead of print - 21 Feb 2023 |
Keywords
- convolutional neural networks
- stochastic algorithims
- data poisoning
- robust regression
Fingerprint
Dive into the research topics of 'Depth-2 neural networks under a data-poisoning attack'. Together they form a unique fingerprint.Projects
- 1 Active
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MCAIF: Centre for AI Fundamentals
Kaski, S. (PI), Pan, W. (Researcher), Alvarez, M. (Researcher), Mu, T. (Researcher), Sun, M. (Researcher), Mukherjee, A. (Researcher), Sonee, A. (Researcher), Leroy, A. (Researcher), Lee, J. (Researcher), Wang, J. (Researcher), Parakkal Unni, M. (Researcher), Sloman, S. (Researcher), Menary, S. (Researcher), Quilter, T. (Researcher), Hosseinzadeh, A. (PGR student), Mousa, A. (PGR student), Das, A. (PGR student), Glover, E. (PGR student), DURSUN, F. (PGR student), Zhu, H. (PGR student), Abdi, H. (PGR student), Dandago, K. (PGR student), Piriyajitakonkij, M. (PGR student), Rachman, R. (PGR student), Shi, X. (PGR student), Keany, T. (PGR student), Liu, X. (PGR student), Jiang, Y. (PGR student), Wan, Z. (PGR student), Evans, I. (Support team), Harrison, M. (Support team), Rivasplata, O. (PI), Caprio, M. (PI) & Machado, M. (PI)
1/10/21 → 30/09/26
Project: Research
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Global Convergence of SGD For Logistic Loss on Two Layer Neural Nets
Gopalani, P., Jha, S. & Mukherjee, A., 25 Feb 2024, In: Transactions on Machine Learning Research . 21 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
A Study of the Mathematics of Deep Learning
Mukherjee, A., 2020, (Accepted/In press) Johns Hopkins University.Research output: Thesis › Doctoral Thesis
File
Activities
- 2 Invited talk
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Provable Training of Neural Nets With One Layer of Activation
Mukherjee, A. (Speaker)
8 Mar 2023Activity: Talk or presentation › Invited talk › Research
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Provable Training of Neural Nets With One Layer of Activation
Mukherjee, A. (Speaker)
19 Jan 2023Activity: Talk or presentation › Invited talk › Research