Arda Sahiner - RankMe

17 papers A* 7Journal 8Unranked 2

Year	Rank	Type	Title / Venue / Authors
2024	A*	`conf`	Scaling Convex Neural Networks with Burer-Monteiro Factorization. ICLR Arda Sahiner, Tolga Ergen, Batu Ozturkler, John M. Pauly, Morteza Mardani, Mert Pilanci
2022	A*	`conf`	Demystifying Batch Normalization in ReLU Networks: Equivalent Convex Optimization Models and Implicit Regularization. ICLR Tolga Ergen, Arda Sahiner, Batu Ozturkler, John M. Pauly, Morteza Mardani, Mert Pilanci
2022	A*	`conf`	Fast Convex Optimization for Two-Layer ReLU Networks: Equivalent Model Classes and Cone Decompositions. ICML Aaron Mishkin, Arda Sahiner, Mert Pilanci
2022	J	`jnl`	Fast Convex Optimization for Two-Layer ReLU Networks: Equivalent Model Classes and Cone Decompositions. CoRR Aaron Mishkin, Arda Sahiner, Mert Pilanci
2022	J	`jnl`	GLEAM: Greedy Learning for Large-Scale Accelerated MRI Reconstruction. CoRR Batu Ozturkler, Arda Sahiner, Tolga Ergen, Arjun D. Desai, Christopher M. Sandino, Shreyas Vasanawala, John M. Pauly, Morteza Mardani, Mert Pilanci
2022	A*	`conf`	Hidden Convexity of Wasserstein GANs: Interpretable Generative Models with Closed-Form Solutions. ICLR Arda Sahiner, Tolga Ergen, Batu Ozturkler, Burak Bartan, John M. Pauly, Morteza Mardani, Mert Pilanci
2022	—	`conf`	Scale-Equivariant Unrolled Neural Networks for Data-Efficient Accelerated MRI Reconstruction. MICCAI (6) Beliz Gunel, Arda Sahiner, Arjun D. Desai, Akshay S. Chaudhari, Shreyas Vasanawala, Mert Pilanci, John M. Pauly
2022	J	`jnl`	Scale-Equivariant Unrolled Neural Networks for Data-Efficient Accelerated MRI Reconstruction. CoRR Beliz Gunel, Arda Sahiner, Arjun D. Desai, Akshay S. Chaudhari, Shreyas Vasanawala, Mert Pilanci, John M. Pauly
2022	A*	`conf`	Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision Transformers. ICML Arda Sahiner, Tolga Ergen, Batu Ozturkler, John M. Pauly, Morteza Mardani, Mert Pilanci
2022	J	`jnl`	Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision Transformers. CoRR Arda Sahiner, Tolga Ergen, Batu Ozturkler, John M. Pauly, Morteza Mardani, Mert Pilanci
2021	A*	`conf`	Convex Regularization behind Neural Reconstruction. ICLR Arda Sahiner, Morteza Mardani, Batu Ozturkler, Mert Pilanci, John M. Pauly
2021	J	`jnl`	Demystifying Batch Normalization in ReLU Networks: Equivalent Convex Optimization Models and Implicit Regularization. CoRR Tolga Ergen, Arda Sahiner, Batu Ozturkler, John M. Pauly, Morteza Mardani, Mert Pilanci
2021	J	`jnl`	Hidden Convexity of Wasserstein GANs: Interpretable Generative Models with Closed-Form Solutions. CoRR Arda Sahiner, Tolga Ergen, Batu Ozturkler, Burak Bartan, John M. Pauly, Morteza Mardani, Mert Pilanci
2021	A*	`conf`	Vector-output ReLU Neural Network Problems are Copositive Programs: Convex Analysis of Two Layer Networks and Polynomial-time Algorithms. ICLR Arda Sahiner, Tolga Ergen, John M. Pauly, Mert Pilanci
2020	J	`jnl`	Convex Regularization Behind Neural Reconstruction. CoRR Arda Sahiner, Morteza Mardani, Batu Ozturkler, Mert Pilanci, John M. Pauly
2020	J	`jnl`	Vector-output ReLU Neural Network Problems are Copositive Programs: Convex Analysis of Two Layer Networks and Polynomial-time Algorithms. CoRR Arda Sahiner, Tolga Ergen, John M. Pauly, Mert Pilanci
2019	—	`conf`	In situ width estimation of biofuel plant stems. Computational Imaging Arda Sahiner, Franklin Heng, Adith Balamurugan, Avideh Zakhor