Bingo Spatial Data Prefetcher. - Mohammad Bakhshalipour; Mehran Shakerinava; Pejman Lotfi-Kamran; Hamid Sarbazi-Azad (HPCA, 2019)

Harnessing Pairwise-Correlating Data Prefetching With Runahead Metadata. - Fatemeh Golshan; Mohammad Bakhshalipour; Mehran Shakerinava; Ali Ansari 001; Pejman Lotfi-Kamran; Hamid Sarbazi-Azad (IEEE Comput. Archit. Lett., 2020)

A Survey on Recent Hardware Data Prefetching Approaches with An Emphasis on Servers. - Mohammad Bakhshalipour; Mehran Shakerinava; Fatemeh Golshan; Ali Ansari 001; Pejman Lotfi-Kamran; Hamid Sarbazi-Azad (CoRR, 2020)

Equivariant Networks for Pixelized Spheres. - Mehran Shakerinava; Siamak Ravanbakhsh (ICML, 2021)

Utility Theory for Sequential Decision Making. - Mehran Shakerinava; Siamak Ravanbakhsh (ICML, 2022)

Structuring Representations Using Group Invariants. - Mehran Shakerinava; Arnab Kumar Mondal; Siamak Ravanbakhsh (NeurIPS, 2022)

Chapter Five - State-of-the-art data prefetchers. - Mehran Shakerinava; Fatemeh Golshan; Ali Ansari 001; Pejman Lotfi-Kamran; Hamid Sarbazi-Azad (Adv. Comput., 2022)

Chapter Six - Evaluation of data prefetchers. - Mehran Shakerinava; Fatemeh Golshan; Ali Ansari 001; Pejman Lotfi-Kamran; Hamid Sarbazi-Azad (Adv. Comput., 2022)

Transformation Coding: Simple Objectives for Equivariant Representations. - Mehran Shakerinava; Arnab Kumar Mondal; Siamak Ravanbakhsh (CoRR, 2022)

Weight-Sharing Regularization. - Mehran Shakerinava; Motahareh Sohrabi; Siamak Ravanbakhsh; Simon Lacoste-Julien (AISTATS, 2024)

Newman's theorem via Carathéodory. - Ali Mohammad Lavasani; Yaqiao Li; Mehran Shakerinava (CoRR, 2024)

Beyond Scalar Rewards: An Axiomatic Framework for Lexicographic MDPs. - Mehran Shakerinava; Siamak Ravanbakhsh; Adam Oberman (CoRR, 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, 2025)