Mehran Shakerinava

According to our database, Mehran Shakerinava authored at least 16 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

The Role of Symmetry in Optimizing Overparameterized Networks.

Kusha Sareen, Mohammad Pedramfar, Sékou-Oumar Kaba, Mehran Shakerinava, Siamak Ravanbakhsh

CoRR, April, 2026

Local Inconsistency Resolution: The Interplay between Attention and Control in Probabilistic Models.

Oliver E. Richardson, Mandana Samiei, Mehran Shakerinava, Joseph D. Viviano, Abdessamad El Kabid, Ali Parviz, Yoshua Bengio

CoRR, April, 2026

The Expressive Limits of Diagonal SSMs for State-Tracking.

Mehran Shakerinava, Behnoush Khavari, Siamak Ravanbakhsh, Sarath Chandar

CoRR, March, 2026

2025

Parity Requires Unified Input Dependence and Negative Eigenvalues in SSMs.

Behnoush Khavari, Mehran Shakerinava, Jayesh Khullar, Jerry Huang, François Rivest, Siamak Ravanbakhsh, Sarath Chandar

CoRR, August, 2025

Beyond Scalar Rewards: An Axiomatic Framework for Lexicographic MDPs.

Mehran Shakerinava, Siamak Ravanbakhsh, Adam M. Oberman

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Newman's theorem via Carathéodory.

Ali Mohammad Lavasani, Yaqiao Li, Mehran Shakerinava

CoRR, 2024

Weight-Sharing Regularization.

Mehran Shakerinava, Motahareh Sohrabi, Siamak Ravanbakhsh, Simon Lacoste-Julien

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2022

Transformation Coding: Simple Objectives for Equivariant Representations.

Mehran Shakerinava, Arnab Kumar Mondal, Siamak Ravanbakhsh

CoRR, 2022

Chapter Six - Evaluation of data prefetchers.

Mehran Shakerinava, Fatemeh Golshan, Ali Ansari, Pejman Lotfi-Kamran, Hamid Sarbazi-Azad

Adv. Comput., 2022

Chapter Five - State-of-the-art data prefetchers.

Mehran Shakerinava, Fatemeh Golshan, Ali Ansari, Pejman Lotfi-Kamran, Hamid Sarbazi-Azad

Adv. Comput., 2022

Structuring Representations Using Group Invariants.

Mehran Shakerinava, Arnab Kumar Mondal, Siamak Ravanbakhsh

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Utility Theory for Sequential Decision Making.

Mehran Shakerinava, Siamak Ravanbakhsh

Proceedings of the International Conference on Machine Learning, 2022

2021

Equivariant Networks for Pixelized Spheres.

Mehran Shakerinava, Siamak Ravanbakhsh

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

A Survey on Recent Hardware Data Prefetching Approaches with An Emphasis on Servers.

Mohammad Bakhshalipour, Mehran Shakerinava, Fatemeh Golshan, Ali Ansari, Pejman Lotfi-Kamran, Hamid Sarbazi-Azad

CoRR, 2020

Harnessing Pairwise-Correlating Data Prefetching With Runahead Metadata.

Fatemeh Golshan, Mohammad Bakhshalipour, Mehran Shakerinava, Ali Ansari, Pejman Lotfi-Kamran, Hamid Sarbazi-Azad

IEEE Comput. Archit. Lett., 2020

2019

Bingo Spatial Data Prefetcher.

Mohammad Bakhshalipour, Mehran Shakerinava, Pejman Lotfi-Kamran, Hamid Sarbazi-Azad

Proceedings of the 25th IEEE International Symposium on High Performance Computer Architecture, 2019