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Search All 2022 Events
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Poster
Wed 14:00
Active Learning Through a Covering Lens
Ofer Yehuda · Avihu Dekel · Guy Hacohen · Daphna Weinshall
Poster
Wed 9:00
Generalization Bounds for Stochastic Gradient Descent via Localized $\varepsilon$-Covers
Sejun Park · Umut Simsekli · Murat Erdogdu
Poster
Wed 9:00
CHIMLE: Conditional Hierarchical IMLE for Multimodal Conditional Image Synthesis
Shichong Peng · Seyed Alireza Moazenipourasil · Ke Li
Panel
Wed 10:45
Panel 3B-4: Learning and Covering… & Asymptotics of smoothed…
Jonathan Niles-Weed · Konstantinos Stavropoulos
Poster
Benefits of Additive Noise in Composing Classes with Bounded Capacity
Alireza Fathollah Pour · Hassan Ashtiani
Poster
Wed 14:00
Learning in Observable POMDPs, without Computationally Intractable Oracles
Noah Golowich · Ankur Moitra · Dhruv Rohatgi
Poster
Wed 14:00
Learning-Augmented Algorithms for Online Linear and Semidefinite Programming
Elena Grigorescu · Young-San Lin · Sandeep Silwal · Maoyuan Song · Samson Zhou
Poster
Tue 9:00
Scalable Multi-agent Covering Option Discovery based on Kronecker Graphs
Jiayu Chen · Jingdi Chen · Tian Lan · Vaneet Aggarwal
Poster
Tue 14:00
Learning and Covering Sums of Independent Random Variables with Unbounded Support
Alkis Kalavasis · Konstantinos Stavropoulos · Emmanouil Zampetakis
Workshop
Instance norm improves meta-learning in class-imbalanced land cover classification
Marc Russwurm · Devis Tuia
Workshop
Scene-to-Patch Earth Observation: Multiple Instance Learning for Land Cover Classification
Joseph Early · Ying-Jung Deweese · Christine Evers · Sarvapali Ramchurn
Workshop
Estimating Chicago’s tree cover and canopy height using multi-spectral satellite imagery
John Francis
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