Our world is extremely complex, and yet we are able to exchange our thoughts and beliefs about it using a relatively small number of words.…
We study markets where a set of indivisible items is sold to bidders with unit-demand valuations, subject to a hard budget limit. Without financial constraints…
Abstract: Mobile systems, including smartphones, wearables, IoT devices, and mixed-reality headsets, have evolved significantly from mere communication tools to sophisticated sensing devices that monitor and…
I will be discussing my recent work on personalization in federated learning. Federated learning is a powerful distributed optimization framework in which multiple clients collaboratively…
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Abstract: Linear bandits and contextual bandits are online learning problems that have a wide range of applications, including recommendation systems, healthcare and many others. For…
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Many of us foresee of a future in which AR eyeglasses are worn all day, replacing, and enhancing of our current prescription eyewear. That future…
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Internet video has experienced tremendous growth, with video traffic continuing to surge at a rapid pace. The continuous improvements in codecs and adaptive streaming algorithms…
Abstract: Despite its extensive range of potential applications in virtual reality and augmented reality, 3D interacting hand pose estimation from RGB image remains a very…
Abstract: A Flying Light Speck, FLS, is a miniature sized drone equipped with one or more light sources to generate different colors and textures with…