Mahdi Haghifam

32 papers A* 8B 4Journal 20

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Model AI Assignments 2025. AAAI Todd W. Neller, Rasika Bhalerao, Eun Kyung Ko, Vishodana Thamotharan, Lisa Zhang, Sonya Allin, Mahdi Haghifam, Michael Pawliuk, Rutwa Engineer, Florian Shkurti, Cunyan Ma, Daniella DiPaola, Cynthia Breazeal, Loreto Alonzi, Brian Wright, Ali Rivera, Kristin Fasiang, Duri Long, Shruthi Chockkalingam, Giulia Toti, Evan Shieh, Princewill Okoroafor, Thema Monroe-White, Mustafa Haiderbhai, Carolyn Quinlan, Ashwin R. Bharadwaj, Anio Zhang, Rajagopal Venkatesaramani, Sarah Wharton, John Masla, Lydia Guterman, Mary Cate Gustafson-Quiett, Christina A. Bosch, Samar Abu Hegley, Calvin Macatantan, Eric Klopfer, Hal Abelson, Shira Wein, Mercy Wairimu Gachoka, Li-Hsin Chang, Maryam Mirzaei, Mohammad Mahdi Ajallooeian
2025	J	`jnl`	On the Dichotomy Between Privacy and Traceability in ℓ CoRR Sasha Voitovych, Mahdi Haghifam, Idan Attias, Gintare Karolina Dziugaite, Roi Livni, Daniel M. Roy
2025	J	`jnl`	The Sample Complexity of Membership Inference and Privacy Auditing. CoRR Mahdi Haghifam, Adam D. Smith, Jonathan R. Ullman
2024	J	`jnl`	Information Complexity of Stochastic Convex Optimization: Applications to Generalization and Memorization. CoRR Idan Attias, Gintare Karolina Dziugaite, Mahdi Haghifam, Roi Livni, Daniel M. Roy
2024	A*	`conf`	Information Complexity of Stochastic Convex Optimization: Applications to Generalization, Memorization, and Tracing. ICML Idan Attias, Gintare Karolina Dziugaite, Mahdi Haghifam, Roi Livni, Daniel M. Roy
2024	J	`jnl`	Privacy-Preserving and Approximately Truthful Local Electricity Markets: A Differentially Private VCG Mechanism. IEEE Trans. Smart Grid Milad Hoseinpour, Mohammad Hoseinpour, Mahdi Haghifam, Mahmoud-Reza Haghifam
2024	A*	`conf`	Private Geometric Median. NeurIPS Mahdi Haghifam, Thomas Steinke, Jonathan R. Ullman
2024	J	`jnl`	Private Geometric Median. CoRR Mahdi Haghifam, Thomas Steinke, Jonathan R. Ullman
2023	A*	`conf`	Faster Differentially Private Convex Optimization via Second-Order Methods. NeurIPS Arun Ganesh, Mahdi Haghifam, Thomas Steinke, Abhradeep Guha Thakurta
2023	J	`jnl`	Faster Differentially Private Convex Optimization via Second-Order Methods. CoRR Arun Ganesh, Mahdi Haghifam, Thomas Steinke, Abhradeep Thakurta
2023	B	`conf`	Limitations of Information-Theoretic Generalization Bounds for Gradient Descent Methods in Stochastic Convex Optimization. ALT Mahdi Haghifam, Borja Rodríguez Gálvez, Ragnar Thobaben, Mikael Skoglund, Daniel M. Roy, Gintare Karolina Dziugaite
2023	A*	`conf`	Why Is Public Pretraining Necessary for Private Model Training? ICML Arun Ganesh, Mahdi Haghifam, Milad Nasr, Sewoong Oh, Thomas Steinke, Om Thakkar, Abhradeep Guha Thakurta, Lun Wang
2023	J	`jnl`	Why Is Public Pretraining Necessary for Private Model Training? CoRR Arun Ganesh, Mahdi Haghifam, Milad Nasr, Sewoong Oh, Thomas Steinke, Om Thakkar, Abhradeep Thakurta, Lun Wang
2022	J	`jnl`	Limitations of Information-Theoretic Generalization Bounds for Gradient Descent Methods in Stochastic Convex Optimization. CoRR Mahdi Haghifam, Borja Rodríguez Gálvez, Ragnar Thobaben, Mikael Skoglund, Daniel M. Roy, Gintare Karolina Dziugaite
2022	B	`conf`	Understanding Generalization via Leave-One-Out Conditional Mutual Information. ISIT Mahdi Haghifam, Shay Moran, Daniel M. Roy, Gintare Karolina Dziugaite
2022	J	`jnl`	Understanding Generalization via Leave-One-Out Conditional Mutual Information. CoRR Mahdi Haghifam, Shay Moran, Daniel M. Roy, Gintare Karolina Dziugaite
2021	J	`jnl`	On Streaming Codes With Unequal Error Protection. IEEE J. Sel. Areas Inf. Theory Mahdi Haghifam, M. Nikhil Krishnan, Ashish Khisti, Xiaoqing Zhu, Wai-Tian Tan, John G. Apostolopoulos
2021	J	`jnl`	Sequential Classification With Empirically Observed Statistics. IEEE Trans. Inf. Theory Mahdi Haghifam, Vincent Y. F. Tan, Ashish Khisti
2021	A*	`conf`	Towards a Unified Information-Theoretic Framework for Generalization. NeurIPS Mahdi Haghifam, Gintare Karolina Dziugaite, Shay Moran, Daniel M. Roy
2021	J	`jnl`	Towards a Unified Information-Theoretic Framework for Generalization. CoRR Mahdi Haghifam, Gintare Karolina Dziugaite, Shay Moran, Daniel M. Roy
2020	J	`jnl`	On the Information Complexity of Proper Learners for VC Classes in the Realizable Case. CoRR Mahdi Haghifam, Gintare Karolina Dziugaite, Shay Moran, Daniel M. Roy
2020	A*	`conf`	Sharpened Generalization Bounds based on Conditional Mutual Information and an Application to Noisy, Iterative Algorithms. NeurIPS Mahdi Haghifam, Jeffrey Negrea, Ashish Khisti, Daniel M. Roy, Gintare Karolina Dziugaite
2020	J	`jnl`	Sharpened Generalization Bounds based on Conditional Mutual Information and an Application to Noisy, Iterative Algorithms. CoRR Mahdi Haghifam, Jeffrey Negrea, Ashish Khisti, Daniel M. Roy, Gintare Karolina Dziugaite
2019	A*	`conf`	Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates. NeurIPS Jeffrey Negrea, Mahdi Haghifam, Gintare Karolina Dziugaite, Ashish Khisti, Daniel M. Roy
2019	J	`jnl`	Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates. CoRR Jeffrey Negrea, Mahdi Haghifam, Gintare Karolina Dziugaite, Ashish Khisti, Daniel M. Roy
2019	B	`conf`	Sequential Classification with Empirically Observed Statistics. ITW Mahdi Haghifam, Vincent Y. F. Tan, Ashish Khisti
2019	J	`jnl`	Sequential Classification with Empirically Observed Statistics. CoRR Mahdi Haghifam, Vincent Y. F. Tan, Ashish Khisti
2017	J	`jnl`	Joint Sum Rate And Error Probability Optimization: Finite Blocklength Analysis. CoRR Mahdi Haghifam, Mohammad Robat Mili, Behrooz Makki, Masoumeh Nasiri-Kenari, Tommy Svensson
2017	J	`jnl`	Joint Sum Rate and Error Probability Optimization: Finite Blocklength Analysis. IEEE Wirel. Commun. Lett. Mahdi Haghifam, Mohammad Robat Mili, Behrooz Makki, Masoumeh Nasiri-Kenari, Tommy Svensson
2016	J	`jnl`	On Wireless Energy and Information Transfer in Relay Networks. CoRR Mahdi Haghifam, Behrooz Makki, Masoumeh Nasiri-Kenari, Tommy Svensson
2016	B	`conf`	On joint energy and information transfer in relay networks with an imperfect power amplifier. PIMRC Mahdi Haghifam, Behrooz Makki, Masoumeh Nasiri-Kenari, Tommy Svensson
2016	J	`jnl`	Wireless-powered relaying with finite block-length codes. CoRR Mahdi Haghifam, Behrooz Makki, Masoumeh Nasiri-Kenari, Tommy Svensson, Michele Zorzi