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bilevel optimization

194 papers

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BO

Co-occurring keywords

stochastic optimization (1060) hyperparameter optimization (406) neural network (6616) gradient descent (1144) reinforcement learning (4352) federated learning (1333) convergence rate (607) implicit differentiation (45) hypergradient estimation (8) variance reduction (523)

Papers

Dormant Backdoor: Weaponizing Model Finetuning for Feasible Backdoor Attacks Against Pretrained Models AAAI 2026
BiO-HMC: Dynamic Human-Machine Collaboration for Consensus Decision-Making via Bilevel Optimization AAAI 2026
SICNav: Safe and Interactive Crowd Navigation Using Model Predictive Control and Bilevel Optimization (Abstract Reprint) AAAI 2026
Injection, Attack and Erasure: Revocable Backdoor Attacks via Machine Unlearning AAAI 2026
Misclassification-Aware Robust Learning from Multiple Human Labelers (Student Abstract) AAAI 2026
KOALA: Knowledge of Optimization and Learning Algorithms for Healthcare AAAI 2026
Differentially Private Bilevel Optimization ALT 2026
Inferring Heterogeneous Private Valuations from Offline Market Data via Entropic Risk-Sensitive Utility Maximization AAAI 2026
CoA: Towards Real Image Dehazing via Compression-and-Adaptation CVPR 2025
Enhancing Question Generation through Diversity-Seeking Reinforcement Learning with Bilevel Policy Decomposition AAAI 2025
GuiLoMo: Allocating Experts and Ranks for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors EMNLP 2025
DORM: Preference Data Weights Optimization for Reward Modeling in LLM Alignment EMNLP 2025
A Reduction-Based Algorithm for the Clique Interdiction Problem IJCAI 2025
Escaping Saddle Point Efficiently in Minimax and Bilevel Optimizations IJCAI 2025
ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting ACL 2025
Convergence Rate in a Nonlinear Two-Time-Scale Stochastic Approximation with State (Time)-Dependence AAAI 2025
Riemannian Bilevel Optimization JMLR 2025
Near-Optimal Nonconvex-Strongly-Convex Bilevel Optimization with Fully First-Order Oracles JMLR 2025
GPU-Accelerated Parallel Bilevel Optimization for Roubst 6G ISAC AAAI 2025
Should We Use a Fixed Embedding Size? Customized Dimension Sizes for Knowledge Graph Embedding COLING 2025
Path-Adaptive Matting for Efficient Inference Under Various Computational Cost Constraints AAAI 2025
Federated Stochastic Bilevel Optimization with Fully First-Order Gradients IJCAI 2025
Boundary Decomposition for Finding Nadir Objective Vector in Multi-Objective Discrete Optimization AAAI 2025
Efficiently Escaping Saddle Points in Bilevel Optimization JMLR 2025
Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF JMLR 2025