Mahdi Haghifam
Mahdi Haghifam
Northeastern University
Verified email at - Homepage
Cited by
Cited by
Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates
J Negrea*, M Haghifam*, GK Dziugaite, A Khisti, DM Roy
NeurIPS 2019, 2019
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
NeurIPS 2020, 2020
Information-Theoretic Generalization Bounds for Stochastic Gradient Descent
G Neu, GK Dziugaite, M Haghifam, DM Roy
COLT 2021, 2021
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, 2017
Towards a Unified Information-Theoretic Framework for Generalization
M Haghifam, GK Dziugaite, S Moran, D Roy
NeurIPS 2021, 2021
Market based short term scheduling in energy hub in presence of responsive loads and renewable resources
S Pazouki, M Haghifam
IET Digital Library, 2013
Why Is Public Pretraining Necessary for Private Model Training?
A Ganesh, M Haghifam, M Nasr, S Oh, T Steinke, O Thakkar, AG Thakurta, ...
ICML 2023, 2023
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
Sequential Classification with Empirically Observed Statistics
M Haghifam, VYF Tan, A Khisti
IEEE Transactions on Information Theory, 2021
Understanding Generalization via Leave-One-Out Conditional Mutual Information
M Haghifam, S Moran, DM Roy, GK Dziugaite
ISIT 2022, 2022
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, 2021
State estimation in electric distribution networks in presence of distributed generation using the PMUs
M Haghifam, MR Haghifam, BS Chabok
CIRED 2012, 1-4, 2012
Limitations of Information-Theoretic Generalization Bounds for Gradient Descent Methods in Stochastic Convex Optimization
M Haghifam, B Rodríguez-Gálvez, R Thobaben, M Skoglund, DM Roy, ...
ALT 2023, 2022
On wireless energy and information transfer in relay networks
M Haghifam, B Makki, M Nasiri-Kenari, T Svensson
arXiv preprint arXiv:1607.07087, 2016
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
Faster Differentially Private Convex Optimization via Second-Order Methods
A Ganesh, M Haghifam, T Steinke, A Thakurta
NeurIPS 2023, 2023
Streaming Codes with Unequal Error Protection against Burst Losses
M Haghifam, A Badr, A Khisti, X Zhu, W Dan, J Apostolopoulos
2018 29th IEEE Biennial Symposium on Communications (BSC), 2018
Privacy-Preserving and Approximately Truthful Local Electricity Markets: A Differentially Private VCG Mechanism
M Hoseinpour, M Hoseinpour, M Haghifam, MR Haghifam
IEEE Transactions on Smart Grid, 2023
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
Information Complexity of Stochastic Convex Optimization: Applications to Generalization and Memorization
I Attias, GK Dziugaite, M Haghifam, R Livni, DM Roy
arXiv preprint arXiv:2402.09327, 2024
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