conftrace_

bi-level optimization

149 papers

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Also known as

BLO

Co-occurring keywords

neural network (6616) neural architecture search (666) knowledge distillation (3725) domain adaptation (4595) few-shot learning (3398) representation learning (6206) graph neural network (3962) adversarial attack (1621) gradient descent (1144) self-supervised learning (3777)

Papers

Deep Safe Incomplete Multi-view Clustering: Theorem and Algorithm ICML 2022
Revisiting and Advancing Fast Adversarial Training Through The Lens of Bi-Level Optimization ICML 2022
How to Fill the Optimum Set? Population Gradient Descent with Harmless Diversity ICML 2022
CAFE: Learning To Condense Dataset by Aligning Features CVPR 2022
Learning Sampling Distributions for Model Predictive Control CORL 2022
Efficient and Modular Implicit Differentiation NIPS 2022
Module-Aware Optimization for Auxiliary Learning NIPS 2022
Advancing Model Pruning via Bi-level Optimization NIPS 2022
A Nested Bi-level Optimization Framework for Robust Few Shot Learning AAAI 2022
iGrow: A Smart Agriculture Solution to Autonomous Greenhouse Control AAAI 2022
Auxiliary Learning with Joint Task and Data Scheduling ICML 2022
An Exact Symbolic Reduction of Linear Smart Predict+Optimize to Mixed Integer Linear Programming ICML 2022
Not All Parameters Should Be Treated Equally: Deep Safe Semi-supervised Learning under Class Distribution Mismatch AAAI 2022
Learning to Share in Networked Multi-Agent Reinforcement Learning NIPS 2022
Meta-Reward-Net: Implicitly Differentiable Reward Learning for Preference-based Reinforcement Learning NIPS 2022
A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs NIPS 2021
Meta Label Correction for Noisy Label Learning AAAI 2021
Multi-Objective Meta Learning NIPS 2021
Neural Architecture Search as Sparse Supernet AAAI 2021
LeeBERT: Learned Early Exit for BERT with cross-level optimization ACL 2021
Fast Algorithms for Stackelberg Prediction Game with Least Squares Loss ICML 2021
AutoBalance: Optimized Loss Functions for Imbalanced Data NIPS 2021
RETRIEVE: Coreset Selection for Efficient and Robust Semi-Supervised Learning NIPS 2021
Understanding the wiring evolution in differentiable neural architecture search AISTATS 2021
ELLIPSDF: Joint Object Pose and Shape Optimization With a Bi-Level Ellipsoid and Signed Distance Function Description ICCV 2021