Follow
Ashok Vardhan Makkuva
Ashok Vardhan Makkuva
Postdoctoral researcher, EPFL
Verified email at epfl.ch - Homepage
Title
Cited by
Cited by
Year
Optimal transport mapping via input convex neural networks
A Makkuva, A Taghvaei, S Oh, J Lee
International Conference on Machine Learning, 6672-6681, 2020
2102020
Ko codes: inventing nonlinear encoding and decoding for reliable wireless communication via deep-learning
AV Makkuva, X Liu, MV Jamali, H Mahdavifar, S Oh, P Viswanath
International Conference on Machine Learning, 7368-7378, 2021
392021
Equivalence of additive-combinatorial linear inequalities for Shannon entropy and differential entropy
AV Makkuva, Y Wu
IEEE Transactions on Information Theory 64 (5), 3579-3589, 2018
372018
Learning one-hidden-layer neural networks under general input distributions
W Gao, AV Makkuva, S Oh, P Viswanath
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
332019
Breaking the gridlock in mixture-of-experts: Consistent and efficient algorithms
A Makkuva, P Viswanath, S Kannan, S Oh
International Conference on Machine Learning, 4304-4313, 2019
282019
Attention with markov: A framework for principled analysis of transformers via markov chains
AV Makkuva, M Bondaschi, A Girish, A Nagle, M Jaggi, H Kim, M Gastpar
arXiv preprint arXiv:2402.04161, 2024
172024
Reed-Muller subcodes: Machine learning-aided design of efficient soft recursive decoding
MV Jamali, X Liu, AV Makkuva, H Mahdavifar, S Oh, P Viswanath
2021 IEEE International Symposium on Information Theory (ISIT), 1088-1093, 2021
172021
Learning in gated neural networks
A Makkuva, S Oh, S Kannan, P Viswanath
International Conference on Artificial Intelligence and Statistics, 3338-3348, 2020
132020
Barracuda: the power of ℓ-polling in proof-of-stake blockchains
G Fanti, J Jiao, A Makkuva, S Oh, R Rana, P Viswanath
Proceedings of the twentieth ACM international symposium on mobile ad hoc …, 2019
122019
TinyTurbo: Efficient turbo decoders on edge
SA Hebbar, RK Mishra, SK Ankireddy, AV Makkuva, H Kim, P Viswanath
2022 IEEE International Symposium on Information Theory (ISIT), 2797-2802, 2022
92022
On additive-combinatorial affine inequalities for Shannon entropy and differential entropy
AV Makkuva, Y Wu
2016 IEEE International Symposium on Information Theory (ISIT), 1053-1057, 2016
72016
CRISP: Curriculum based Sequential neural decoders for Polar code family
SA Hebbar, VV Nadkarni, AV Makkuva, S Bhat, S Oh, P Viswanath
International Conference on Machine Learning, 12823-12845, 2023
52023
Transformers on markov data: Constant depth suffices
N Rajaraman, M Bondaschi, K Ramchandran, M Gastpar, AV Makkuva
arXiv preprint arXiv:2407.17686, 2024
42024
Laser: Linear compression in wireless distributed optimization
AV Makkuva, M Bondaschi, T Vogels, M Jaggi, H Kim, MC Gastpar
arXiv preprint arXiv:2310.13033, 2023
32023
Towards principled objectives for contrastive disentanglement
A Choudhuri, AV Makkuva, R Rana, S Oh, G Chowdhary, A Schwing
32020
Local to Global: Learning Dynamics and Effect of Initialization for Transformers
AV Makkuva, M Bondaschi, C Ekbote, A Girish, A Nagle, H Kim, ...
arXiv preprint arXiv:2406.03072, 2024
22024
Machine Learning-Aided Efficient Decoding of Reed-Muller Subcodes
MV Jamali, X Liu, AV Makkuva, H Mahdavifar, S Oh, P Viswanath
IEEE Journal on Selected Areas in Information Theory, 2023
22023
Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models
A Girish, A Nagle, M Bondaschi, M Gastpar, AV Makkuva, H Kim
arXiv preprint arXiv:2407.15504, 2024
12024
Event-driven stochastic approximation
VS Borkar, N Sahasrabudhe, M Ashok Vardhan
Indian Journal of Pure and Applied Mathematics 47 (2), 291-299, 2016
12016
Attention with markov: A curious case of single-layer transformers
AV Makkuva, M Bondaschi, A Nagle, A Girish, H Kim, M Jaggi, M Gastpar
ICML 2024 Workshop on Mechanistic Interpretability, 0
1
The system can't perform the operation now. Try again later.
Articles 1–20