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gradient-based optimization

191 papers

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adversarial attack (1599) gradient descent (1143) large language model (12755) few-shot learning (3390) neural network (6616) hyperparameter optimization (405) neural architecture search (665) gradient optimization (57) discrete optimization (145) multi-objective optimization (357)

Papers

Efficient Differentiable Simulation of Articulated Bodies ICML 2021
Cross-Lingual Transfer with MAML on Trees EACL 2021
When All We Need is a Piece of the Pie: A Generic Framework for Optimizing Two-way Partial AUC ICML 2021
AdvantageNAS: Efficient Neural Architecture Search with Credit Assignment AAAI 2021
Provable Smoothness Guarantees for Black-Box Variational Inference ICML 2020
Differentiable Expected Hypervolume Improvement for Parallel Multi-Objective Bayesian Optimization NIPS 2020
A Class of Algorithms for General Instrumental Variable Models NIPS 2020
Differentiable TAN Structure Learning for Bayesian Network Classifiers PGM 2020
Singularity Maps of Space Robots and their Application to Gradient-based Trajectory Planning RSS 2020
Multi-attention Meta Learning for Few-shot Fine-grained Image Recognition IJCAI 2020
Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space EMNLP 2020
Revision in Continuous Space: Unsupervised Text Style Transfer without Adversarial Learning AAAI 2020
Black-Box Optimization with Local Generative Surrogates NIPS 2020
Model-Predictive Control via Cross-Entropy and Gradient-Based Optimization L4DC 2020
Iterative Refinement in the Continuous Space for Non-Autoregressive Neural Machine Translation EMNLP 2020
On Joint Estimation of Pose, Geometry and svBRDF From a Handheld Scanner CVPR 2020
Supermasks in Superposition NIPS 2020
Bandit Convex Optimization in Non-stationary Environments AISTATS 2020
Monte-Carlo Tree Search in Continuous Action Spaces with Value Gradients AAAI 2020
Randomized Block-Diagonal Preconditioning for Parallel Learning ICML 2020
NH-TTC: A gradient-based framework for generalized anticipatory collision avoidance RSS 2020
Diversity can be Transferred: Output Diversification for White- and Black-box Attacks NIPS 2020
ASAP: Architecture Search, Anneal and Prune AISTATS 2020
Gradient-Based Optimization for Bayesian Preference Elicitation AAAI 2020
Differentiable Causal Backdoor Discovery AISTATS 2020