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Computational Geometry for Machine Learning and Computer Vision: Practical Provable Approximations.

. University of Haifa, Israel, (2022)

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Autonomous Toy Drone via Coresets for Pose Estimation., , and . Sensors, 20 (11): 3042 (2020)Provably Approximated Point Cloud Registration., , , and . ICCV, page 13249-13258. IEEE, (2021)Coresets for Decision Trees of Signals., , , and . NeurIPS, page 30352-30364. (2021)Generic Coreset for Scalable Learning of Monotonic Kernels: Logistic Regression, Sigmoid and more., , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 21520-21547. PMLR, (2022)Newton-PnP: Real-time Visual Navigation for Autonomous Toy-Drones., , , , and . IROS, page 13363-13370. IEEE, (2022)CoBe - Coded Beacons for Localization, Object Tracking, and SLAM Augmentation., , , and . CASE, page 1367-1374. IEEE, (2020)A Glimpse into the Future: Disease Progression Simulation for Breast Cancer in Mammograms., , , , and . SASHIMI@MICCAI, volume 12965 of Lecture Notes in Computer Science, page 34-43. Springer, (2021)Fast and Accurate Least-Mean-Squares Solvers., , and . NeurIPS, page 8305-8316. (2019)Unsupervised High-Fidelity Facial Texture Generation and Reconstruction., , and . ECCV (13), volume 13673 of Lecture Notes in Computer Science, page 212-229. Springer, (2022)Sets Clustering., , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 4994-5005. PMLR, (2020)