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Poster
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A Unified Hard-Constraint Framework for Solving Geometrically Complex PDEs Songming Liu · Hao Zhongkai · Chengyang Ying · Hang Su · Jun Zhu · Ze Cheng |
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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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Poster
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Thu 14:00 |
Active Learning with Safety Constraints Romain Camilleri · Andrew Wagenmaker · Jamie Morgenstern · Lalit Jain · Kevin Jamieson |
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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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Poster
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Thu 14:00 |
Using Partial Monotonicity in Submodular Maximization Loay Mualem · Moran Feldman |
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Poster
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Wed 14:00 |
Overparameterization from Computational Constraints Sanjam Garg · Somesh Jha · Saeed Mahloujifar · Mohammad Mahmoody · Mingyuan Wang |
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Poster
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Wed 9:00 |
Improving Diffusion Models for Inverse Problems using Manifold Constraints Hyungjin Chung · Byeongsu Sim · Dohoon Ryu · Jong Chul Ye |
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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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Tue 9:00 |
Relaxing Equivariance Constraints with Non-stationary Continuous Filters Tycho van der Ouderaa · David W. Romero · Mark van der Wilk |
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Poster
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Wed 9:00 |
Brownian Noise Reduction: Maximizing Privacy Subject to Accuracy Constraints Justin Whitehouse · Aaditya Ramdas · Steven Wu · Ryan Rogers |
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Poster
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Wed 9:00 |
Online Convex Optimization with Hard Constraints: Towards the Best of Two Worlds and Beyond Hengquan Guo · Xin Liu · Honghao Wei · Lei Ying |
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Poster
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Wed 14:00 |
Dynamic Pricing with Monotonicity Constraint under Unknown Parametric Demand Model Su Jia · Andrew Li · R Ravi |