Mahdi Haghifam

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 27

Top Topics

Conditional Mutual Information

Electricity Markets

Generalization Bounds

Convex Optimization

Top Venues

IEEE Trans. Inf. Theory

IEEE J. Sel. Areas Inf. Theory

Publications

Mahdi Haghifam, Thomas Steinke, Jonathan R. Ullman
Private Geometric Median. CoRR (2024)
Milad Hoseinpour, Mohammad Hoseinpour, Mahdi Haghifam, Mahmoud-Reza Haghifam
Privacy-Preserving and Approximately Truthful Local Electricity Markets: A Differentially Private VCG Mechanism. IEEE Trans. Smart Grid 15 (2) (2024)
Idan Attias, Gintare Karolina Dziugaite, Mahdi Haghifam, Roi Livni, Daniel M. Roy
Information Complexity of Stochastic Convex Optimization: Applications to Generalization and Memorization. CoRR (2024)
Arun Ganesh, Mahdi Haghifam, Thomas Steinke, Abhradeep Thakurta
Faster Differentially Private Convex Optimization via Second-Order Methods. CoRR (2023)
Arun Ganesh, Mahdi Haghifam, Milad Nasr, Sewoong Oh, Thomas Steinke, Om Thakkar, Abhradeep Guha Thakurta, Lun Wang
Why Is Public Pretraining Necessary for Private Model Training? ICML (2023)
Arun Ganesh, Mahdi Haghifam, Milad Nasr, Sewoong Oh, Thomas Steinke, Om Thakkar, Abhradeep Thakurta, Lun Wang
Why Is Public Pretraining Necessary for Private Model Training? CoRR (2023)
Arun Ganesh, Mahdi Haghifam, Thomas Steinke, Abhradeep Guha Thakurta
Faster Differentially Private Convex Optimization via Second-Order Methods. NeurIPS (2023)
Mahdi Haghifam, Borja Rodríguez Gálvez, Ragnar Thobaben, Mikael Skoglund, Daniel M. Roy, Gintare Karolina Dziugaite
Limitations of Information-Theoretic Generalization Bounds for Gradient Descent Methods in Stochastic Convex Optimization. ALT (2023)
Mahdi Haghifam, Shay Moran, Daniel M. Roy, Gintare Karolina Dziugiate
Understanding Generalization via Leave-One-Out Conditional Mutual Information. ISIT (2022)
Mahdi Haghifam, Borja Rodríguez Gálvez, Ragnar Thobaben, Mikael Skoglund, Daniel M. Roy, Gintare Karolina Dziugaite
Limitations of Information-Theoretic Generalization Bounds for Gradient Descent Methods in Stochastic Convex Optimization. CoRR (2022)
Mahdi Haghifam, Shay Moran, Daniel M. Roy, Gintare Karolina Dziugaite
Understanding Generalization via Leave-One-Out Conditional Mutual Information. CoRR (2022)
Mahdi Haghifam, Gintare Karolina Dziugaite, Shay Moran, Daniel M. Roy
Towards a Unified Information-Theoretic Framework for Generalization. CoRR (2021)
Mahdi Haghifam, M. Nikhil Krishnan, Ashish Khisti, Xiaoqing Zhu, Wai-Tian Tan, John G. Apostolopoulos
On Streaming Codes With Unequal Error Protection. IEEE J. Sel. Areas Inf. Theory 2 (4) (2021)
Mahdi Haghifam, Gintare Karolina Dziugaite, Shay Moran, Dan Roy
Towards a Unified Information-Theoretic Framework for Generalization. NeurIPS (2021)
Mahdi Haghifam, Vincent Y. F. Tan, Ashish Khisti
Sequential Classification With Empirically Observed Statistics. IEEE Trans. Inf. Theory 67 (5) (2021)
Mahdi Haghifam, Jeffrey Negrea, Ashish Khisti, Daniel M. Roy, Gintare Karolina Dziugaite
Sharpened Generalization Bounds based on Conditional Mutual Information and an Application to Noisy, Iterative Algorithms. NeurIPS (2020)
Mahdi Haghifam, Jeffrey Negrea, Ashish Khisti, Daniel M. Roy, Gintare Karolina Dziugaite
Sharpened Generalization Bounds based on Conditional Mutual Information and an Application to Noisy, Iterative Algorithms. CoRR (2020)
Mahdi Haghifam, Gintare Karolina Dziugaite, Shay Moran, Daniel M. Roy
On the Information Complexity of Proper Learners for VC Classes in the Realizable Case. CoRR (2020)
Mahdi Haghifam, Vincent Y. F. Tan, Ashish Khisti
Sequential Classification with Empirically Observed Statistics. ITW (2019)
Mahdi Haghifam, Vincent Y. F. Tan, Ashish Khisti
Sequential Classification with Empirically Observed Statistics. CoRR (2019)
Jeffrey Negrea, Mahdi Haghifam, Gintare Karolina Dziugaite, Ashish Khisti, Daniel M. Roy
Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates. NeurIPS (2019)
Jeffrey Negrea, Mahdi Haghifam, Gintare Karolina Dziugaite, Ashish Khisti, Daniel M. Roy
Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates. CoRR (2019)
Mahdi Haghifam, Mohammad Robat Mili, Behrooz Makki, Masoumeh Nasiri-Kenari, Tommy Svensson
Joint Sum Rate And Error Probability Optimization: Finite Blocklength Analysis. CoRR (2017)
Mahdi Haghifam, Mohammad Robat Mili, Behrooz Makki, Masoumeh Nasiri-Kenari, Tommy Svensson
Joint Sum Rate and Error Probability Optimization: Finite Blocklength Analysis. IEEE Wirel. Commun. Lett. 6 (6) (2017)
Mahdi Haghifam, Behrooz Makki, Masoumeh Nasiri-Kenari, Tommy Svensson
On Wireless Energy and Information Transfer in Relay Networks. CoRR (2016)
Mahdi Haghifam, Behrooz Makki, Masoumeh Nasiri-Kenari, Tommy Svensson, Michele Zorzi
Wireless-powered relaying with finite block-length codes. CoRR (2016)
Mahdi Haghifam, Behrooz Makki, Masoumeh Nasiri-Kenari, Tommy Svensson
On joint energy and information transfer in relay networks with an imperfect power amplifier. PIMRC (2016)