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Spotlight
Wed Jul 20 01:30 PM -- 01:35 PM (PDT) @ Room 327 - 329
NISPA: Neuro-Inspired Stability-Plasticity Adaptation for Continual Learning in Sparse Networks
In Deep Learning/Optimization
Mustafa Burak Gurbuz · Constantine Dovrolis
Spotlight
Wed Jul 20 01:35 PM -- 01:40 PM (PDT) @ Room 327 - 329
Synergy and Symmetry in Deep Learning: Interactions between the Data, Model, and Inference Algorithm
In Deep Learning/Optimization
Lechao Xiao · Jeffrey Pennington
Spotlight
Wed Jul 20 01:40 PM -- 01:45 PM (PDT) @ Room 327 - 329
Auxiliary Learning with Joint Task and Data Scheduling
In Deep Learning/Optimization
Hong Chen · Xin Wang · Chaoyu Guan · Yue Liu · Wenwu Zhu
Spotlight
Wed Jul 20 01:45 PM -- 01:50 PM (PDT) @ Room 327 - 329
Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable Convergence
In Deep Learning/Optimization
Zi-Hao Qiu · Quanqi Hu · Yongjian Zhong · Lijun Zhang · Tianbao Yang
Spotlight
Wed Jul 20 01:50 PM -- 01:55 PM (PDT) @ Room 327 - 329
Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers
In Deep Learning/Optimization
Rui Liu · Young Jin Kim · Alexandre Muzio · Hany Hassan
Spotlight
Wed Jul 20 01:55 PM -- 02:00 PM (PDT) @ Room 327 - 329
Generalizing Gaussian Smoothing for Random Search
In Deep Learning/Optimization
Katelyn Gao · Ozan Sener
Oral
Wed Jul 20 02:00 PM -- 02:20 PM (PDT) @ Room 327 - 329
A General Recipe for Likelihood-free Bayesian Optimization
In Deep Learning/Optimization
Jiaming Song · Lantao Yu · Willie Neiswanger · Stefano Ermon
Spotlight
Wed Jul 20 02:20 PM -- 02:25 PM (PDT) @ Room 327 - 329
Constrained Discrete Black-Box Optimization using Mixed-Integer Programming
In Deep Learning/Optimization
Theodore Papalexopoulos · Christian Tjandraatmadja · Ross Anderson · Juan Pablo Vielma · David Belanger
Spotlight
Wed Jul 20 02:25 PM -- 02:30 PM (PDT) @ Room 327 - 329
Risk-Averse No-Regret Learning in Online Convex Games
In Deep Learning/Optimization
Zifan Wang · Yi Shen · Michael Zavlanos
Spotlight
Wed Jul 20 02:30 PM -- 02:35 PM (PDT) @ Room 327 - 329
Improve Single-Point Zeroth-Order Optimization Using High-Pass and Low-Pass Filters
In Deep Learning/Optimization
Xin Chen · Yujie Tang · Na Li
Spotlight
Wed Jul 20 02:35 PM -- 02:40 PM (PDT) @ Room 327 - 329
Robust Multi-Objective Bayesian Optimization Under Input Noise
In Deep Learning/Optimization
Samuel Daulton · Sait Cakmak · Maximilian Balandat · Michael A Osborne · Enlu Zhou · Eytan Bakshy
Spotlight
Wed Jul 20 02:40 PM -- 02:45 PM (PDT) @ Room 327 - 329
Gradient-Free Method for Heavily Constrained Nonconvex Optimization
In Deep Learning/Optimization
Wanli Shi · Hongchang Gao · Bin Gu
Spotlight
Wed Jul 20 02:45 PM -- 02:50 PM (PDT) @ Room 327 - 329
Sequential- and Parallel- Constrained Max-value Entropy Search via Information Lower Bound
In Deep Learning/Optimization
Shion Takeno · Tomoyuki Tamura · Kazuki Shitara · Masayuki Karasuyama
Spotlight
Wed Jul 20 02:50 PM -- 02:55 PM (PDT) @ Room 327 - 329
The power of first-order smooth optimization for black-box non-smooth problems
In Deep Learning/Optimization
Alexander Gasnikov · Anton Novitskii · Vasilii Novitskii · Farshed Abdukhakimov · Dmitry Kamzolov · Aleksandr Beznosikov · Martin Takac · Pavel Dvurechenskii · Bin Gu