publications
in journals & conferences, patents, thesis, and tech reports
2024
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ICML WorkshopScalable unsupervised alignment of general metric and non-metric structuresarXiv preprint arXiv:2406.13507 (AI for Science Workshop, ICML), 2024
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bioRxivSeeing Double: Molecular dynamics simulations reveal the stability of certain alternate protein conformations in crystal structuresbioRxiv, 2024
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AISTATSVector Quantile Regression on ManifoldsIn Proc. International Conference on Artificial Intelligence and Statistics (AISTATS), 2024
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US PatentMethod and system for training a machine learning procedure to analyze a radar signal2024US Patent App. 18/376,465
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VLDBDemystifying graph sparsification algorithms in graph properties preservationProceedings of the International Conference on Very Large Databses (VLDB), 2024
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VLDBEverest: GPU-Accelerated System For Mining Temporal MotifsProceedings of the International Conference on Very Large Databses (VLDB), 2024
2023
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ICML WorkshopContinuous Vector Quantile RegressionIn ICML Workshop on New Frontiers in Learning, Control, and Dynamical Systems, 2023
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ASPLOSGRACE: A Scalable Graph-Based Approach To Accelerating Recommendation Model InferenceIn 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2023
2022
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MICROMint: An Accelerator For Mining Temporal MotifsIn 55th IEEE/ACM International Symposium on Microarchitecture (MICRO), 2022
2021
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US Patent
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MLSPJoint optimization of system design and reconstruction in MIMO radar imagingIn 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021
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MSMLSpectral Geometric Matrix CompletionIn Proceedings of the Second Mathematical and Scientific Machine Learning Conference (MSML), 2021
2020
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MICCAI-W3D FLAT-Feasible Learned Acquisition Trajectories for Accelerated MRIIn International Workshop on Machine Learning for Medical Image Reconstruction, MICCAI, 2020
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CDMRI
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ICASSPJoint learning of Cartesian undersampling and reconstruction for accelerated MRIIn ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020
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TechnionLearning-based design of ultrasound imaging systemsM.Sc. Thesis, Computer Science Department, Technion, 2020
2019
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MICCAI-WSelf-supervised learning of inverse problem solvers in medical imagingIn Domain adaptation and representation transfer and medical image learning with less labels and imperfect data, MICCAI, 2019
2018
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MICCAIHigh frame-rate cardiac ultrasound imaging with deep learningIn International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2018
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MICCAI-WHigh quality ultrasonic multi-line transmission through deep learningIn International Workshop on Machine Learning for Medical Image Reconstruction, MICCAI, 2018
2017
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arXiv