Itay Hubara

Itay Hubara

Itay Hubara is a senior research scientist at Habana Labs, a company that develops AI accelerators for deep learning. Itay received his PhD from the Technion-Israel Institute of Technology. Itay research is focused on deep neural network acceleration for tasks such as generative AI, NLP, speech, and computer vision. He is one of the contributors to the MLPerf inference and training benchmarks, a standard for measuring the performance of machine learning systems. He has published several papers in top conferences and journals, such as NeurIPS, CVPR, ICLR, ICML, and JMLR, and has received more than 10,000 citations for his work. His research interests include deep learning, computer vision, and hardware-software co-design.

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I am Itay Hubara, a PhD graduate from the Technion - Israel Institute of Technology. I have more than 10 years of experience with deep learning. My research interests include binarized neural networks, quantized neural networks, model compression, large batch training and hardware-software co-design. I have published over 20 papers in top-tier conferences and journals, such as NeurIPS, ICML, CVPR, ICLR, and JMLR. I have also contributed to several open-source projects on GitHub. Currently, I am a principal engineer, tech lead and senior researcher at Intel-habanalabs, a company that develops world-class AI processors for the data center. As part of my work I contributed to MLPerf inference and training benchmarks, a a standard for measuring the performance of machine learning systems and serves as Habana’s MLCommon representative.

Diving into the world of deep learning and technology, I am genuinely captivated by the ever-changing landscape and the endless possibilities it holds. My professional journey is marked by a steadfast commitment to staying updated on advancements and making meaningful contributions to the future of these fields. I am always open for collaborations and searching for exciting new technologies and adventures in the field of artificial intelligence. If you are interested in working with me, please feel free to contact me at _itayhubara at gmail _