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Mahdi Haghifam
Mahdi Haghifam
Ph.D. Candidate, University of Toronto
Verified email at mail.utoronto.ca - Homepage
Title
Cited by
Cited by
Year
Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates
J Negrea, M Haghifam, GK Dziugaite, A Khisti, DM Roy
Advances in Neural Information Processing Systems, 11015-11025, 2019
762019
Sharpened Generalization Bounds based on Conditional Mutual Information and an Application to Noisy, Iterative Algorithms
M Haghifam, J Negrea, A Khisti, DM Roy, GK Dziugaite
Advances in Neural Information Processing Systems, 2020
522020
Information-Theoretic Generalization Bounds for Stochastic Gradient Descent
G Neu, GK Dziugaite, M Haghifam, DM Roy
The 34th Annual Conference on Learning Theory (COLT 2021), 3526-3545, 2021
232021
Joint Sum Rate and Error Probability Optimization: Finite Blocklength Analysis
M Haghifam, MR Mili, B Makki, M Nasiri-Kenari, T Svensson
IEEE Wireless Communications Letters 6 (6), 726-729, 2017
222017
Market based short term scheduling in energy hub in presence of responsive loads and renewable resources
S Pazouki, M Haghifam
IET Digital Library, 2013
212013
Wireless-powered relaying with finite block-length codes
M Haghifam, B Makki, M Nasiri-Kenari, T Svensson, M Zorzi
arXiv preprint arXiv:1611.05995, 2016
142016
State estimation in electric distribution networks in presence of distributed generation using the PMUs
M Haghifam, MR Haghifam, BS Chabok
CIRED 2012 Workshop: Integration of Renewables into the Distribution Grid, 1-4, 2012
102012
On wireless energy and information transfer in relay networks
M Haghifam, B Makki, M Nasiri-Kenari, T Svensson
arXiv preprint arXiv:1607.07087, 2016
92016
Towards a Unified Information-Theoretic Framework for Generalization
M Haghifam, GK Dziugaite, S Moran, D Roy
Advances in Neural Information Processing Systems 34, 2021
82021
Sequential Classification with Empirically Observed Statistics
M Haghifam, VYF Tan, A Khisti
IEEE Transactions on Information Theory, 2021
52021
On joint energy and information transfer in relay networks with an imperfect power amplifier
M Haghifam, B Makki, M Nasiri-Kenari, T Svensson
2016 IEEE 27th Annual International Symposium on Personal, Indoor, and …, 2016
52016
Streaming Codes with Unequal Error Protection against Burst Losses
M Haghifam, A Badr, A Khisti, X Zhu, W Dan, J Apostolopoulos
2018 29th Biennial Symposium on Communications (BSC), 1-5, 2018
42018
On Streaming Codes With Unequal Error Protection
M Haghifam, MN Krishnan, A Khisti, X Zhu, WT Tan, J Apostolopoulos
IEEE Journal on Selected Areas in Information Theory 2 (4), 1165-1179, 2021
22021
Understanding Generalization via Leave-One-Out Conditional Mutual Information
M Haghifam, S Moran, DM Roy, GK Dziugaite
arXiv preprint arXiv:2206.14800, 2022
2022
On the Information Complexity of Proper Learners for VC Classes in the Realizable Case
M Haghifam, GK Dziugaite, S Moran, DM Roy
arXiv preprint arXiv:2011.02970, 2020
2020
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