ESE PhD Thesis Defense: “Discrete and Continuous Optimization for Collaborative and Multi-task Learning”
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Room 452 C, 3401 Walnut
3401 Walnut Street, Philadelphia, PA, United States
This thesis is dedicated to addressing the challenges of robust collaborative learning and optimization in both discrete and continuous domains. With the ever-increasing scale of data and the growing demand for effective distributed learning, a multitude of obstacles emerge, including communication limitations, resilience to failures and corrupted data, limited information access, and collaboration in multi-task […]

