| 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 | 100 | 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 Advances in Neural Information Processing Systems, 2020 | 75 | 2020 |
| 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 | 39 | 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 6 (6), 726-729, 2017 | 26 | 2017 |
| Market based short term scheduling in energy hub in presence of responsive loads and renewable resources S Pazouki, M Haghifam IET Digital Library, 2013 | 22 | 2013 |
| Towards a Unified Information-Theoretic Framework for Generalization M Haghifam, GK Dziugaite, S Moran, D Roy Advances in Neural Information Processing Systems 34, 2021 | 16 | 2021 |
| 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 | 14 | 2016 |
| 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 | 12 | 2012 |
| Sequential Classification with Empirically Observed Statistics M Haghifam, VYF Tan, A Khisti IEEE Transactions on Information Theory, 2021 | 10 | 2021 |
| On wireless energy and information transfer in relay networks M Haghifam, B Makki, M Nasiri-Kenari, T Svensson arXiv preprint arXiv:1607.07087, 2016 | 9 | 2016 |
| 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 | 5 | 2021 |
| 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 | 5 | 2016 |
| 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 | 4 | 2018 |
| Understanding Generalization via Leave-One-Out Conditional Mutual Information M Haghifam, S Moran, DM Roy, GK Dziugaite 2022 IEEE International Symposium on Information Theory (ISIT), 2487-2492, 2022 | 3 | 2022 |
| 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, ... Algorithmic Learning Theory (ALT 2023), 2022 | 2 | 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 | 1 | 2020 |
| Why Is Public Pretraining Necessary for Private Model Training? A Ganesh, M Haghifam, M Nasr, S Oh, T Steinke, O Thakkar, A Thakurta, ... arXiv preprint arXiv:2302.09483, 2023 | | 2023 |
Daniel M. RoyUniversity of Toronto, Dept of Statistical Sciences; Computer ScienceVerified email at utoronto.ca
