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20 Results
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Poster
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Tue 9:00 |
Batch Multi-Fidelity Active Learning with Budget Constraints Shibo Li · Jeff M Phillips · Xin Yu · Robert Kirby · Shandian Zhe |
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Workshop
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Local Geometry Constraints in V1 with Deep Recurrent Autoencoders Jonathan Huml · Demba Ba |
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Poster
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Thu 9:00 |
A Solver-free Framework for Scalable Learning in Neural ILP Architectures Yatin Nandwani · Rishabh Ranjan · - Mausam · Parag Singla |
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Poster
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Thu 9:00 |
Collaborative Learning of Discrete Distributions under Heterogeneity and Communication Constraints Xinmeng Huang · Donghwan Lee · Edgar Dobriban · Hamed Hassani |
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Workshop
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Incorporating Higher Order Constraints for Training Surrogate Models to Solve Inverse Problems Jihui Jin · Nick Durofchalk · Richard Touret · Karim Sabra · Justin Romberg |
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Workshop
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Benefits of Overparameterized Convolutional Residual Networks: Function Approximation under Smoothness Constraint Hao Liu · Minshuo Chen · Siawpeng Er · Wenjing Liao · Tong Zhang · Tuo Zhao |
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Poster
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Thu 14:00 |
Controlled Sparsity via Constrained Optimization or: How I Learned to Stop Tuning Penalties and Love Constraints Jose Gallego-Posada · Juan Ramirez · Akram Erraqabi · Yoshua Bengio · Simon Lacoste-Julien |
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Workshop
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SCERL: A Benchmark for intersecting language and safe reinforcement learning Lan Hoang · Shivam Ratnakar · Nicolas Galichet · Akifumi Wachi · Keerthiram Murugesan · Songtao Lu · Mattia Atzeni · Michael Katz · Subhajit Chaudhury |