Behrooz Tahmasebi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Sample Complexity

Jensen Shannon Divergence

Nadaraya Watson

Top Venues

Publications

Parsa Moradi, Behrooz Tahmasebi, Mohammad Ali Maddah-Ali
Coded Computing: A Learning-Theoretic Framework. CoRR (2024)
Behrooz Tahmasebi, Ashkan Soleymani, Dara Bahri, Stefanie Jegelka, Patrick Jaillet
A Universal Class of Sharpness-Aware Minimization Algorithms. CoRR (2024)
Behrooz Tahmasebi, Stefanie Jegelka
The Exact Sample Complexity Gain from Invariances for Kernel Regression. NeurIPS (2023)
Behrooz Tahmasebi, Stefanie Jegelka
Sample Complexity Bounds for Estimating Probability Divergences under Invariances. CoRR (2023)
Behrooz Tahmasebi, Derek Lim, Stefanie Jegelka
The Power of Recursion in Graph Neural Networks for Counting Substructures. AISTATS (2023)
Behrooz Tahmasebi, Stefanie Jegelka
The Exact Sample Complexity Gain from Invariances for Kernel Regression on Manifolds. CoRR (2023)
Behrooz Tahmasebi, Mohammad Ali Maddah-Ali, Seyed Abolfazl Motahari
The Capacity of Associated Subsequence Retrieval. IEEE Trans. Inf. Theory 67 (2) (2021)
Behrooz Tahmasebi, Mohammad Ali Maddah-Ali
Private Function Computation. ISIT (2020)
Behrooz Tahmasebi, Stefanie Jegelka
Counting Substructures with Higher-Order Graph Neural Networks: Possibility and Impossibility Results. CoRR (2020)
Behrooz Tahmasebi, Mohammad Ali Maddah-Ali
Private Sequential Function Computation. ISIT (2019)
Behrooz Tahmasebi, Mohammad Ali Maddah-Ali
Private Sequential Function Computation. CoRR (2019)
Behrooz Tahmasebi, Mohammad Ali Maddah-Ali, Saeedeh Parsaeefard, Babak Hossein Khalaj
Optimum Transmission Delay for Function Computation in NFV-based Networks: the role of Network Coding and Redundant Computing. CoRR (2018)
Behrooz Tahmasebi, Mohammad Ali Maddah-Ali, Saeedeh Parsaeefard, Babak Hossein Khalaj
Optimum Transmission Delay for Function Computation in NFV-Based Networks: The Role of Network Coding and Redundant Computing. IEEE J. Sel. Areas Commun. 36 (10) (2018)
Behrooz Tahmasebi, Mohammad Ali Maddah-Ali, Abolfazl S. Motahari
Genome-Wide Association Studies: Information Theoretic Limits of Reliable Learning. ISIT (2018)
Behrooz Tahmasebi, Abolfazl S. Motahari, Mohammad Ali Maddah-Ali
On the Identifiability of Parameters in the Population Stratification Problem: A Worst-Case Analysis. ISIT (2018)
Behrooz Tahmasebi, Mohammad Ali Maddah-Ali, Seyed Abolfazl Motahari
Information Theory of Mixed Population Genome-Wide Association Studies. ITW (2018)
Behrooz Tahmasebi, Mohammad Ali Maddah-Ali, Seyed Abolfazl Motahari
Information theoretic limits of learning of the causal features in a linear model. IWCIT (2018)
Behrooz Tahmasebi, Mohammad Ali Maddah-Ali, Seyed Abolfazl Motahari
Genome-Wide Association Studies: Information Theoretic Limits of Reliable Learning. CoRR (2018)