MP5b: Fast and Scalable Algorithms
Mon, 30 Oct, 15:30 - 17:35 PT (UTC -8)
Location: Chapel
Session Type: Lecture
Session Chair: Deanna Needell, University of California, Los Angeles
Track: Adaptive Systems, Machine Learning, Data Analytics
Mon, 30 Oct, 15:30 - 15:55 PT (UTC -8)

MP5b.1: Conic Descent Redux for Memory-Efficient Optimization
Bingcong Li, Georgios Giannakis, University of Minnesota, Twin Cities, United States
Mon, 30 Oct, 15:55 - 16:20 PT (UTC -8)

MP5b.2: High Probability Guarantees for Submodular Maximization via Boosted Stochastic Greedy
Andrés Castillo, Ege Kaya, Abolfazl Hashemi, Purdue University, United States
Mon, 30 Oct, 16:20 - 16:45 PT (UTC -8)

MP5b.3: FedAvg for Minimizing Polyak-Lojasiewicz Objectives: The Interpolation Regime
Shruti Maralappanavar, IIT Dharwad, India; Prashant Khanduri, Wayne State University, United States; Bharath B. N., IIT Dharwad, India
Mon, 30 Oct, 16:45 - 17:10 PT (UTC -8)

MP5b.4: Stratified-NMF for Heterogeneous Data
James Chapman, Yotam Yaniv, Deanna Needell, University of California, Los Angeles, United States