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Poster
Tue 18:30 RankDistil: Knowledge Distillation for Ranking
Sashank Reddi · Rama Kumar Pasumarthi · Aditya Menon · Ankit Singh Rawat · Felix Yu · Seungyeon Kim · Andreas Veit · Sanjiv Kumar
Poster
Wed 6:00 Learning Bijective Feature Maps for Linear ICA
Alexander Camuto · Matthew Willetts · Chris Holmes · Brooks Paige · Stephen Roberts
Poster
Tue 18:30 Prediction with Finitely many Errors Almost Surely
Changlong Wu · Narayana Santhanam
Poster
Tue 14:00 Deep Spectral Ranking
ILKAY YILDIZ · Jennifer Dy · Deniz Erdogmus · Susan Ostmo · J. Peter Campbell · Michael F. Chiang · Stratis Ioannidis
Poster
Wed 12:45 Quick Streaming Algorithms for Maximization of Monotone Submodular Functions in Linear Time
Alan Kuhnle
Oral
Thu 13:45 Quick Streaming Algorithms for Maximization of Monotone Submodular Functions in Linear Time
Alan Kuhnle
Poster
Wed 6:00 Amortized Bayesian Prototype Meta-learning: A New Probabilistic Meta-learning Approach to Few-shot Image Classification
Zhuo Sun · Jijie Wu · Xiaoxu Li · Wenming Yang · Jing-Hao Xue
Poster
Wed 12:45 Meta-Learning Divergences for Variational Inference
Ruqi Zhang · Yingzhen Li · Christopher De Sa · Sam Devlin · Cheng Zhang
Poster
Tue 18:30 Minimax Estimation of Laplacian Constrained Precision Matrices
Jiaxi Ying · José Vinícius de Miranda Cardoso · Daniel Palomar
Poster
Wed 12:45 A Theory of Multiple-Source Adaptation with Limited Target Labeled Data
Yishay Mansour · Mehryar Mohri · Jae Ro · Ananda Theertha Suresh · Ke Wu
Poster
Tue 14:00 On Learning Continuous Pairwise Markov Random Fields
Abhin Shah · Devavrat Shah · Gregory Wornell
Poster
Wed 6:00 Fisher Auto-Encoders
Khalil Elkhalil · Ali Hasan · Jie Ding · Sina Farsiu · Vahid Tarokh