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Poster
Wed 10:45 Prediction of Spatial Point Processes: Regularized Method with Out-of-Sample Guarantees
Muhammad Osama · Dave Zachariah · Peter Stoica
Poster
Tue 17:30 State Aggregation Learning from Markov Transition Data
Yaqi Duan · Zheng Tracy Ke · Mengdi Wang
Poster
Tue 17:30 Generative Modeling by Estimating Gradients of the Data Distribution
Yang Song · Stefano Ermon
Poster
Tue 10:45 Knowledge Extraction with No Observable Data
Jaemin Yoo · Minyong Cho · Taebum Kim · U Kang
Poster
Wed 17:00 Fast Low-rank Metric Learning for Large-scale and High-dimensional Data
Han Liu · Zhizhong Han · Yu-Shen Liu · Ming Gu
Poster
Tue 17:30 Robustness to Adversarial Perturbations in Learning from Incomplete Data
Amir Najafi · Shin-ichi Maeda · Masanori Koyama · Takeru Miyato
Poster
Wed 10:45 On the Value of Target Data in Transfer Learning
Steve Hanneke · Samory Kpotufe
Poster
Wed 10:45 Uncoupled Regression from Pairwise Comparison Data
Ritsugen Jo · Junya Honda · Gang Niu · Masashi Sugiyama
Poster
Wed 10:45 A Necessary and Sufficient Stability Notion for Adaptive Generalization
Moshe Shenfeld · Katrina Ligett
Poster
Thu 17:00 A Step Toward Quantifying Independently Reproducible Machine Learning Research
Edward Raff
Poster
Thu 17:00 Oblivious Sampling Algorithms for Private Data Analysis
Olga Ohrimenko · Sajin Sasy
Poster
Wed 17:00 Zero-shot Learning via Simultaneous Generating and Learning
Hyeonwoo Yu · Beomhee Lee