Europe
Limiting Extrapolation in Linear Approximate Value Iteration
Andrea Zanette, Alessandro Lazaric, Mykel J. Kochenderfer, Emma Brunskill
Neural Information Processing Systems http://nips.cc/
Learning Hierarchical Semantic Image Manipulation through Structured Representations
Seunghoon Hong, Xinchen Yan, Thomas S. Huang, Honglak Lee
Neural Information Processing Systems http://nips.cc/
Model Preserving Compressionfor Neural Networks
Classically, the Singular Value Decomposition (SVD) (see, e.g., [vides w-rankapproximation.
Adversarially Robust Optimization with Gaussian Processes
Ilija Bogunovic, Jonathan Scarlett, Stefanie Jegelka, Volkan Cevher
Neural Information Processing Systems http://nips.cc/
Incremental Scene Synthesis
Benjamin Planche, Xuejian Rong, Ziyan Wu, Srikrishna Karanam, Harald Kosch, YingLi Tian, Jan Ernst, ANDREAS HUTTER
Novel view synthesis methods of this type have three common limitations.
Non-delusionalQ-learningandValueIteration
Delusionalbias ariseswhenthe approximation architecture limits the class ofexpressible greedy policies.
Neural Shuffle-Exchange Networks - Sequence Processing in O(n log n) Time
Karlis Freivalds, Emīls Ozoliņš, Agris Šostaks
Neural Information Processing Systems http://nips.cc/