Burak Bartan

According to our database, Burak Bartan authored at least 24 papers between 2017 and 2023.

Collaborative distances:

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

2023

Distributed Sketching for Randomized Optimization: Exact Characterization, Concentration, and Lower Bounds.

Burak Bartan, Mert Pilanci

IEEE Trans. Inf. Theory, June, 2023

Randomized Polar Codes for Anytime Distributed Machine Learning.

Burak Bartan, Mert Pilanci

IEEE J. Sel. Areas Inf. Theory, 2023

Moccasin: Efficient Tensor Rematerialization for Neural Networks.

Burak Bartan, Haoming Li, Harris Teague, Christopher Lott, Bistra Dilkina

Proceedings of the International Conference on Machine Learning, 2023

Neural DAG Scheduling via One-Shot Priority Sampling.

Wonseok Jeon, Mukul Gagrani, Burak Bartan, Weiliang Will Zeng, Harris Teague, Piero Zappi, Christopher Lott

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Convex Optimization of Deep Polynomial and ReLU Activation Neural Networks.

Burak Bartan, Mert Pilanci

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Neural Fisher Discriminant Analysis: Optimal Neural Network Embeddings in Polynomial Time.

Burak Bartan, Mert Pilanci

Proceedings of the International Conference on Machine Learning, 2022

Hidden Convexity of Wasserstein GANs: Interpretable Generative Models with Closed-Form Solutions.

Arda Sahiner, Tolga Ergen, Batu Ozturkler, Burak Bartan, John M. Pauly, Morteza Mardani, Mert Pilanci

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Discrete scaling based on operator theory.

Aykut Koç, Burak Bartan, Haldun M. Özaktas

Digit. Signal Process., 2021

Neural Spectrahedra and Semidefinite Lifts: Global Convex Optimization of Polynomial Activation Neural Networks in Fully Polynomial-Time.

Burak Bartan, Mert Pilanci

CoRR, 2021

Training Quantized Neural Networks to Global Optimality via Semidefinite Programming.

Burak Bartan, Mert Pilanci

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

Convex Neural Autoregressive Models: Towards Tractable, Expressive, and Theoretically-Backed Models for Sequential Forecasting and Generation.

Vikul Gupta, Burak Bartan, Tolga Ergen, Mert Pilanci

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Distributed Averaging Methods for Randomized Second Order Optimization.

Burak Bartan, Mert Pilanci

CoRR, 2020

Distributed Sketching Methods for Privacy Preserving Regression.

Burak Bartan, Mert Pilanci

CoRR, 2020

Debiasing Distributed Second Order Optimization with Surrogate Sketching and Scaled Regularization.

Michal Derezinski, Burak Bartan, Mert Pilanci, Michael W. Mahoney

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Discrete Linear Canonical Transform Based on Hyperdifferential Operators.

Aykut Koç, Burak Bartan, Haldun M. Özaktas

IEEE Trans. Signal Process., 2019

Repairing Multiple Failures for Scalar MDS Codes.

Jay Mardia, Burak Bartan, Mary Wootters

IEEE Trans. Inf. Theory, 2019

Polar Coded Distributed Matrix Multiplication.

Burak Bartan, Mert Pilanci

CoRR, 2019

Adaptive Hashing for Model Counting.

Jonathan Kuck, Tri Dao, Shenjia Zhao, Burak Bartan, Ashish Sabharwal, Stefano Ermon

Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

Convex Relaxations of Convolutional Neural Nets.

Burak Bartan, Mert Pilanci

Proceedings of the IEEE International Conference on Acoustics, 2019

Straggler Resilient Serverless Computing Based on Polar Codes.

Burak Bartan, Mert Pilanci

Proceedings of the 57th Annual Allerton Conference on Communication, 2019

Distributed Black-Box optimization via Error Correcting Codes.

Burak Bartan, Mert Pilanci

Proceedings of the 57th Annual Allerton Conference on Communication, 2019

2017

Sparse representation of two- and three-dimensional images with fractional Fourier, Hartley, linear canonical, and Haar wavelet transforms.

Aykut Koç, Burak Bartan, Erhan Gundogdu, Tolga Çukur, Haldun M. Özaktas

Expert Syst. Appl., 2017

Digital computation of fractional Fourier and linear canonical transforms and sparse image representation.

Aykut Koç, Haldun M. Özaktas, Burak Bartan, Erhan Gundogdu, Tolga Çukur

Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

Repairing multiple failures for scalar MDS codes.

Burak Bartan, Mary Wootters

Proceedings of the 55th Annual Allerton Conference on Communication, 2017