Browse State-of-the-Art › Bilevel Optimization › Papers, page 3
Bilevel Optimization
Papers archive 2025-07-28
archive papers tagged: 423 · with a code link: 143 · where Syntology ran a sample: 56 (45 with a run with no instrument failure, 11 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (56 of 423 tagged: 45 with a run with no instrument failure, 11 where every run was a failure of Syntology's instrument)
Page 3 of 5: papers 201 to 300 of 423, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Rooftop and Community Solar Adoption with Income Heterogeneity21 Aug 2024 0 repositories listed
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Enhancing Sharpness-Aware Minimization by Learning Perturbation Radius15 Aug 2024 0 repositories listed
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Optimal Hessian/Jacobian-Free Nonconvex-PL Bilevel Optimization25 Jul 2024 0 repositories listed
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SSP-GNN: Learning to Track via Bilevel Optimization5 Jul 2024 0 repositories listed
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EMPL: A novel Efficient Meta Prompt Learning Framework for Few-shot Unsupervised Domain Adaptation4 Jul 2024 0 repositories listed
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Decomposition of Difficulties in Complex Optimization Problems Using a Bilevel Approach3 Jul 2024 0 repositories listed
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Joint Design of Conventional Public Transport Network and Mobility on Demand1 Jul 2024 0 repositories listed
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ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting28 Jun 2024 0 repositories listed
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Double Momentum Method for Lower-Level Constrained Bilevel Optimization25 Jun 2024 0 repositories listed
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Imperative Learning: A Self-supervised Neuro-Symbolic Learning Framework for Robot Autonomy23 Jun 2024 0 repositories listed
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SAIL: Self-Improving Efficient Online Alignment of Large Language Models21 Jun 2024 0 repositories listed
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First-Order Methods for Linearly Constrained Bilevel Optimization18 Jun 2024 0 repositories listed
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AMOSL: Adaptive Modality-wise Structure Learning in Multi-view Graph Neural Networks For Enhanced Unified Representation4 Jun 2024 0 repositories listed
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Bilevel reinforcement learning via the development of hyper-gradient without lower-level convexity30 May 2024 0 repositories listed
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Unraveling the Impact of Heterophilic Structures on Graph Positive-Unlabeled Learning30 May 2024 0 repositories listed
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SPABA: A Single-Loop and Probabilistic Stochastic Bilevel Algorithm Achieving Optimal Sample Complexity29 May 2024 0 repositories listed
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Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees29 May 2024 0 repositories listed
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Efficient Prior Calibration From Indirect Data28 May 2024 0 repositories listed
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Riemannian Bilevel Optimization22 May 2024 0 repositories listed
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Game-theoretic Energy Management Strategies With Interacting Agents in Formula 117 May 2024 0 repositories listed
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Accelerated Fully First-Order Methods for Bilevel and Minimax Optimization1 May 2024 0 repositories listed
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Data Augmentation Policy Search for Long-Term Forecasting1 May 2024 0 repositories listed
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Fully Zeroth-Order Bilevel Programming via Gaussian Smoothing29 Mar 2024 0 repositories listed
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Whiteness-based bilevel learning of regularization parameters in imaging10 Mar 2024 0 repositories listed
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Concurrent Learning of Policy and Unknown Safety Constraints in Reinforcement Learning24 Feb 2024 0 repositories listed
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PI-CoF: A Bilevel Optimization Framework for Solving Active Learning Problems using Physics-Information21 Feb 2024 0 repositories listed
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An Accelerated Gradient Method for Convex Smooth Simple Bilevel Optimization12 Feb 2024 0 repositories listed
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Conformal Predictive Programming for Chance Constrained Optimization12 Feb 2024 0 repositories listed
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On the Complexity of First-Order Methods in Stochastic Bilevel Optimization11 Feb 2024 0 repositories listed
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Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF10 Feb 2024 0 repositories listed
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Implicit Diffusion: Efficient Optimization through Stochastic Sampling8 Feb 2024 0 repositories listed
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Decentralized Bilevel Optimization: A Perspective from Transient Iteration Complexity5 Feb 2024 0 repositories listed
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Joint Unsupervised and Supervised Training for Automatic Speech Recognition via Bilevel Optimization13 Jan 2024 0 repositories listed
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MoML: Online Meta Adaptation for 3D Human Motion Prediction1 Jan 2024 0 repositories listed
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From Text to Pixels: A Context-Aware Semantic Synergy Solution for Infrared and Visible Image Fusion31 Dec 2023 0 repositories listed
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Decision-focused predictions via pessimistic bilevel optimization: a computational study29 Dec 2023 0 repositories listed
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Diffusion-Driven Generative Framework for Molecular Conformation Prediction22 Dec 2023 0 repositories listed
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Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge Distillation22 Dec 2023 0 repositories listed
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REBEL: Reward Regularization-Based Approach for Robotic Reinforcement Learning from Human Feedback22 Dec 2023 0 repositories listed
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Achieving O(ε^(-1.5)) Complexity in Hessian/Jacobian-free Stochastic Bilevel Optimization6 Dec 2023 0 repositories listed
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Uncertainty-Informed Renewable Energy Scheduling: A Scalable Bilevel Framework6 Dec 2023 0 repositories listed
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Convexifying Regulation Market Clearing of State-of-Charge Dependent Bid21 Nov 2023 0 repositories listed
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Adaptive Training Distributions with Scalable Online Bilevel Optimization20 Nov 2023 0 repositories listed
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On the Communication Complexity of Decentralized Bilevel Optimization19 Nov 2023 0 repositories listed
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A Single-Loop Algorithm for Decentralized Bilevel Optimization15 Nov 2023 0 repositories listed
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Adaptive Mirror Descent Bilevel Optimization8 Nov 2023 0 repositories listed
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Contextual Stochastic Bilevel Optimization27 Oct 2023 0 repositories listed
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A Challenge in Reweighting Data with Bilevel Optimization26 Oct 2023 0 repositories listed
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Learning to Rank for Active Learning via Multi-Task Bilevel Optimization25 Oct 2023 0 repositories listed
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Detecting Shared Data Manipulation in Distributed Optimization Algorithms20 Oct 2023 0 repositories listed
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PETA: Parameter-Efficient Trojan Attacks1 Oct 2023 0 repositories listed
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Towards Poisoning Fair Representations28 Sep 2023 0 repositories listed
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On Penalty Methods for Nonconvex Bilevel Optimization and First-Order Stochastic Approximation4 Sep 2023 0 repositories listed
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Federated Neuro-Symbolic Learning29 Aug 2023 0 repositories listed
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Projection-Free Methods for Stochastic Simple Bilevel Optimization with Convex Lower-level Problem15 Aug 2023 0 repositories listed
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Iterative Reweighted Least Squares Networks With Convergence Guarantees for Solving Inverse Imaging Problems10 Aug 2023 0 repositories listed
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Non-Convex Bilevel Optimization with Time-Varying Objective Functions7 Aug 2023 0 repositories listed
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PARL: A Unified Framework for Policy Alignment in Reinforcement Learning from Human Feedback3 Aug 2023 0 repositories listed
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Joint Perceptual Learning for Enhancement and Object Detection in Underwater Scenarios7 Jul 2023 0 repositories listed
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Implicit Differentiation for Hyperparameter Tuning the Weighted Graphical Lasso5 Jul 2023 0 repositories listed
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Accelerating Inexact HyperGradient Descent for Bilevel Optimization30 Jun 2023 0 repositories listed
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Near-Optimal Nonconvex-Strongly-Convex Bilevel Optimization with Fully First-Order Oracles26 Jun 2023 0 repositories listed
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Optimal Algorithms for Stochastic Bilevel Optimization under Relaxed Smoothness Conditions21 Jun 2023 0 repositories listed
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SLACK: Stable Learning of Augmentations with Cold-start and KL regularization16 Jun 2023 0 repositories listed
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A Generalized Alternating Method for Bilevel Learning under the Polyak-Łojasiewicz Condition4 Jun 2023 0 repositories listed
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Hyperparameter Learning under Data Poisoning: Analysis of the Influence of Regularization via Multiobjective Bilevel Optimization2 Jun 2023 0 repositories listed
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SimFBO: Towards Simple, Flexible and Communication-efficient Federated Bilevel Learning30 May 2023 0 repositories listed
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Robust Ante-hoc Graph Explainer using Bilevel Optimization25 May 2023 0 repositories listed
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One-step differentiation of iterative algorithms23 May 2023 0 repositories listed
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Effective Bilevel Optimization via Minimax Reformulation22 May 2023 0 repositories listed
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Cooperative Lane Changing in Mixed Traffic can be Robust to Human Driver Behavior29 Mar 2023 0 repositories listed
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Towards Reliable Neural Machine Translation with Consistency-Aware Meta-Learning20 Mar 2023 0 repositories listed
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Robust Pivoting Manipulation using Contact Implicit Bilevel Optimization15 Mar 2023 0 repositories listed
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On Momentum-Based Gradient Methods for Bilevel Optimization with Nonconvex Lower-Level7 Mar 2023 0 repositories listed
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Implicit Bilevel Optimization: Differentiating through Bilevel Optimization Programming28 Feb 2023 0 repositories listed
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A Lower Bound and a Near-Optimal Algorithm for Bilevel Empirical Risk Minimization17 Feb 2023 0 repositories listed
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Communication-Efficient Federated Bilevel Optimization with Local and Global Lower Level Problems13 Feb 2023 0 repositories listed
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Achieving Linear Speedup in Non-IID Federated Bilevel Learning10 Feb 2023 0 repositories listed
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Communication-Efficient Federated Hypergradient Computation via Aggregated Iterative Differentiation9 Feb 2023 0 repositories listed
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Efficient Gradient Approximation Method for Constrained Bilevel Optimization3 Feb 2023 0 repositories listed
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A Fully First-Order Method for Stochastic Bilevel Optimization26 Jan 2023 0 repositories listed
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Probabilistic Bilevel Coreset Selection24 Jan 2023 0 repositories listed
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Valuing Distributed Energy Resources for Non-Wires Alternatives16 Jan 2023 0 repositories listed
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Analyzing Inexact Hypergradients for Bilevel Learning11 Jan 2023 0 repositories listed
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First-order penalty methods for bilevel optimization4 Jan 2023 0 repositories listed
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Network Utility Maximization with Unknown Utility Functions: A Distributed, Data-Driven Bilevel Optimization Approach4 Jan 2023 0 repositories listed
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On Finding Small Hyper-Gradients in Bilevel Optimization: Hardness Results and Improved Analysis2 Jan 2023 0 repositories listed
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On Implicit Bias in Overparameterized Bilevel Optimization28 Dec 2022 0 repositories listed
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Selective classification using a robust meta-learning approach12 Dec 2022 0 repositories listed
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CPMLHO:Hyperparameter Tuning via Cutting Plane and Mixed-Level Optimization11 Dec 2022 0 repositories listed
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DIAMOND: Taming Sample and Communication Complexities in Decentralized Bilevel Optimization5 Dec 2022 0 repositories listed
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Solving Bilevel Knapsack Problem using Graph Neural Networks24 Nov 2022 0 repositories listed
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A Penalty-Based Method for Communication-Efficient Decentralized Bilevel Programming8 Nov 2022 0 repositories listed
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Fast Adaptive Federated Bilevel Optimization2 Nov 2022 0 repositories listed
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Decentralized Stochastic Bilevel Optimization with Improved per-Iteration Complexity23 Oct 2022 0 repositories listed
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Learning Sample Reweighting for Accuracy and Adversarial Robustness20 Oct 2022 0 repositories listed
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Explainable bilevel optimization: an application to the Helsinki deblur challenge18 Oct 2022 0 repositories listed
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A Data-Driven Sensor Placement Approach for Detecting Voltage Violations in Distribution Systems17 Oct 2022 0 repositories listed
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Learning with Limited Samples -- Meta-Learning and Applications to Communication Systems3 Oct 2022 0 repositories listed
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On Stability and Generalization of Bilevel Optimization Problem3 Oct 2022 0 repositories listed