Kayhan Behdin

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 16

Top Topics

Missing Information

Gaussian Graphical Models

Structural Constraints

Top Venues

IEEE Trans. Circuits Syst. Video Technol.

Pattern Anal. Appl.

Publications

Xiang Meng, Kayhan Behdin, Haoyue Wang, Rahul Mazumder
ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models. CoRR (2024)
Shibal Ibrahim, Kayhan Behdin, Rahul Mazumder
End-to-end Feature Selection Approach for Learning Skinny Trees. AISTATS (2024)
Xiang Meng, Shibal Ibrahim, Kayhan Behdin, Hussein Hazimeh, Natalia Ponomareva, Rahul Mazumder
OSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization. CoRR (2024)
Kayhan Behdin, Qingquan Song, Aman Gupta, Ayan Acharya, David Durfee, Borja Ocejo, S. Sathiya Keerthi, Rahul Mazumder
mSAM: Micro-Batch-Averaged Sharpness-Aware Minimization. CoRR (2023)
Shibal Ibrahim, Gabriel Afriat, Kayhan Behdin, Rahul Mazumder
GRAND-SLAMIN' Interpretable Additive Modeling with Structural Constraints. NeurIPS (2023)
Kayhan Behdin, Wenyu Chen, Rahul Mazumder
Sparse Gaussian Graphical Models with Discrete Optimization: Computational and Statistical Perspectives. CoRR (2023)
Kayhan Behdin, Ayan Acharya, Aman Gupta, Sathiya Keerthi Selvaraj, Rahul Mazumder
QuantEase: Optimization-based Quantization for Language Models - An Efficient and Intuitive Algorithm. CoRR (2023)
Shibal Ibrahim, Kayhan Behdin, Rahul Mazumder
End-to-end Feature Selection Approach for Learning Skinny Trees. CoRR (2023)
Kayhan Behdin, Rahul Mazumder
Sharpness-Aware Minimization: An Implicit Regularization Perspective. CoRR (2023)
Kayhan Behdin, Qingquan Song, Aman Gupta, David Durfee, Ayan Acharya, S. Sathiya Keerthi, Rahul Mazumder
Improved Deep Neural Network Generalization Using m-Sharpness-Aware Minimization. CoRR (2022)
Kayhan Behdin, Rahul Mazumder
Archetypal Analysis for Sparse Nonnegative Matrix Factorization: Robustness Under Misspecification. CoRR (2021)
Ashkan Esmaeili, Kayhan Behdin, Mohammad Amin Fakharian, Farokh Marvasti
Transductive multi-label learning from missing data using smoothed rank function. Pattern Anal. Appl. 23 (3) (2020)
Masoumeh Azghani, Ashkan Esmaeili, Kayhan Behdin, Farokh Marvasti
Missing Low-Rank and Sparse Decomposition Based on Smoothed Nuclear Norm. IEEE Trans. Circuits Syst. Video Technol. 30 (6) (2020)
Ashkan Esmaeili, Kayhan Behdin, Sina Al-E.-Mohammad, Farokh Marvasti
Recovering Quantized Data with Missing Information Using Bilinear Factorization and Augmented Lagrangian Method. CoRR (2018)
Ashkan Esmaeili, Kayhan Behdin, Mohammad Amin Fakharian, Farokh Marvasti
Transduction with Matrix Completion Using Smoothed Rank Function. CoRR (2018)
Ali Mottaghi, Kayhan Behdin, Ashkan Esmaeili, Mohammadreza Heydari, Farrokh Marvasti
OBTAIN: Real-Time Beat Tracking in Audio Signals. CoRR (2017)