Browse State-of-the-Art › Bilevel Optimization › Papers, page 4

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 4 of 5: papers 301 to 400 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.

• Learning Variational Models with Unrolling and Bilevel Optimization
  26 Sep 2022 0 repositories listed
• Bilevel Optimization for Feature Selection in the Data-Driven Newsvendor Problem
  12 Sep 2022 0 repositories listed
• Operational and Economy-Wide Impacts of Compound Cyberattacks and Extreme Weather Events on Electric Power Networks
  11 Sep 2022 0 repositories listed
• A Globally Convergent Gradient-based Bilevel Hyperparameter Optimization Method
  25 Aug 2022 0 repositories listed
• Learning to Re-weight Examples with Optimal Transport for Imbalanced Classification
  5 Aug 2022 0 repositories listed
• INTERACT: Achieving Low Sample and Communication Complexities in Decentralized Bilevel Learning over Networks
  27 Jul 2022 0 repositories listed
• Federated Learning on Adaptively Weighted Nodes by Bilevel Optimization
  21 Jul 2022 0 repositories listed
• Learning Sparsity-Promoting Regularizers using Bilevel Optimization
  18 Jul 2022 0 repositories listed
• Solving Bilevel Optimal Bidding Problems Using Deep Convolutional Neural Networks
  12 Jul 2022 0 repositories listed
• On the Convergence of Distributed Stochastic Bilevel Optimization Algorithms over a Network
  30 Jun 2022 0 repositories listed
• Meta-Wrapper: Differentiable Wrapping Operator for User Interest Selection in CTR Prediction
  28 Jun 2022 0 repositories listed
• Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks
  22 Jun 2022 0 repositories listed
• Communication-Efficient Robust Federated Learning with Noisy Labels
  11 Jun 2022 0 repositories listed
• Towards Understanding Graph Neural Networks: An Algorithm Unrolling Perspective
  9 Jun 2022 0 repositories listed
• Algorithmic Foundations of Empirical X-risk Minimization
  1 Jun 2022 0 repositories listed
• Multi-block Min-max Bilevel Optimization with Applications in Multi-task Deep AUC Maximization
  1 Jun 2022 0 repositories listed
• Will Bilevel Optimizers Benefit from Loops
  27 May 2022 0 repositories listed
• Set-based Meta-Interpolation for Few-Task Meta-Learning
  20 May 2022 0 repositories listed
• Towards Extremely Fast Bilevel Optimization with Self-governed Convergence Guarantees
  20 May 2022 0 repositories listed
• PoisonedEncoder: Poisoning the Unlabeled Pre-training Data in Contrastive Learning
  13 May 2022 0 repositories listed
• GPN: A Joint Structural Learning Framework for Graph Neural Networks
  12 May 2022 0 repositories listed
• Beyond backpropagation: bilevel optimization through implicit differentiation and equilibrium propagation
  6 May 2022 0 repositories listed
• Local Stochastic Bilevel Optimization with Momentum-Based Variance Reduction
  3 May 2022 0 repositories listed
• On the Convergence of Momentum-Based Algorithms for Federated Bilevel Optimization Problems
  28 Apr 2022 0 repositories listed
• Handling Imbalanced Classification Problems With Support Vector Machines via Evolutionary Bilevel Optimization
  21 Apr 2022 0 repositories listed
• A Stackelberg game for incentive-based demand response in energy markets
  19 Apr 2022 0 repositories listed
• A Learnable Variational Model for Joint Multimodal MRI Reconstruction and Synthesis
  8 Apr 2022 0 repositories listed
• Robust Pivoting: Exploiting Frictional Stability Using Bilevel Optimization
  22 Mar 2022 0 repositories listed
• A Primal-Dual Approach to Bilevel Optimization with Multiple Inner Minima
  1 Mar 2022 0 repositories listed
• Efficiently Escaping Saddle Points in Bilevel Optimization
  8 Feb 2022 0 repositories listed
• Single Time-scale Actor-critic Method to Solve the Linear Quadratic Regulator with Convergence Guarantees
  31 Jan 2022 0 repositories listed
• Joint Differentiable Optimization and Verification for Certified Reinforcement Learning
  28 Jan 2022 0 repositories listed
• Bilevel Online Deep Learning in Non-stationary Environment
  25 Jan 2022 0 repositories listed
• A unified algorithm framework for mean-variance optimization in discounted Markov decision processes
  15 Jan 2022 0 repositories listed
• A Fully Single Loop Algorithm for Bilevel Optimization without Hessian Inverse
  9 Dec 2021 0 repositories listed
• A Novel Convergence Analysis for Algorithms of the Adam Family
  7 Dec 2021 0 repositories listed
• AdaSTE: An Adaptive Straight-Through Estimator to Train Binary Neural Networks
  6 Dec 2021 0 repositories listed
• A Bayesian-Symbolic Approach to Reasoning and Learning in Intuitive Physics
  1 Dec 2021 0 repositories listed
• Closing the Gap: Tighter Analysis of Alternating Stochastic Gradient Methods for Bilevel Problems
  1 Dec 2021 0 repositories listed
• On the Bias-Variance-Cost Tradeoff of Stochastic Optimization
  1 Dec 2021 0 repositories listed
• SBO-RNN: Reformulating Recurrent Neural Networks via Stochastic Bilevel Optimization
  1 Dec 2021 0 repositories listed
• BiGrad: Differentiating through Bilevel Optimization Programming
  22 Nov 2021 0 repositories listed
• Bilevel learning of l1-regularizers with closed-form gradients(BLORC)
  21 Nov 2021 0 repositories listed
• PANOM: Automatic Hyper-parameter Tuning for Inverse Problems
  19 Oct 2021 0 repositories listed
• Inducing Equilibria via Incentives: Simultaneous Design-and-Play Ensures Global Convergence
  4 Oct 2021 0 repositories listed
• An Optimization-Based Meta-Learning Model for MRI Reconstruction with Diverse Dataset
  2 Oct 2021 0 repositories listed
• Discrepancy-Optimal Meta-Learning for Domain Generalization
  29 Sep 2021 0 repositories listed
• ES-Based Jacobian Enables Faster Bilevel Optimization
  29 Sep 2021 0 repositories listed
• Learning Sample Reweighting for Adversarial Robustness
  29 Sep 2021 0 repositories listed
• Programmatic Reinforcement Learning without Oracles
  29 Sep 2021 0 repositories listed
• Delve into the Performance Degradation of Differentiable Architecture Search
  28 Sep 2021 0 repositories listed
• Data Summarization via Bilevel Optimization
  26 Sep 2021 0 repositories listed
• Integrating process design and control using reinforcement learning
  11 Aug 2021 0 repositories listed
• Bilevel Optimization for Machine Learning: Algorithm Design and Convergence Analysis
  31 Jul 2021 0 repositories listed
• Enhanced Bilevel Optimization via Bregman Distance
  26 Jul 2021 0 repositories listed
• Tighter Analysis of Alternating Stochastic Gradient Method for Stochastic Nested Problems
  25 Jun 2021 0 repositories listed
• DARTS-PRIME: Regularization and Scheduling Improve Constrained Optimization in Differentiable NAS
  22 Jun 2021 0 repositories listed
• BiAdam: Fast Adaptive Bilevel Optimization Methods
  21 Jun 2021 0 repositories listed
• Towards Adversarial Robustness via Transductive Learning
  15 Jun 2021 0 repositories listed
• Learning to Learn Semantic Factors in Heterogeneous Image Classification
  1 Jun 2021 0 repositories listed
• A Gradient Method for Multilevel Optimization
  28 May 2021 0 repositories listed
• Regularization Can Help Mitigate Poisoning Attacks... with the Right Hyperparameters
  23 May 2021 0 repositories listed
• Graph Sanitation with Application to Node Classification
  19 May 2021 0 repositories listed
• Bilevel Programs Meet Deep Learning: A Unifying View on Inference Learning Methods
  15 May 2021 0 repositories listed
• Randomized Stochastic Variance-Reduced Methods for Multi-Task Stochastic Bilevel Optimization
  5 May 2021 0 repositories listed
• Unified Convergence Analysis for Adaptive Optimization with Moving Average Estimator
  30 Apr 2021 0 repositories listed
• Generalization Guarantees for Neural Architecture Search with Train-Validation Split
  29 Apr 2021 0 repositories listed
• Learning Regularization Parameters of Inverse Problems via Deep Neural Networks
  14 Apr 2021 0 repositories listed
• Pareto Efficient Fairness in Supervised Learning: From Extraction to Tracing
  4 Apr 2021 0 repositories listed
• GABO: Graph Augmentations with Bi-level Optimization
  1 Apr 2021 0 repositories listed
• Recognizing Predictive Substructures with Subgraph Information Bottleneck
  20 Mar 2021 0 repositories listed
• Age of Information Optimization in a RIS-Assisted Wireless Network
  11 Mar 2021 0 repositories listed
• BODAME: Bilevel Optimization for Defense Against Model Extraction
  11 Mar 2021 0 repositories listed
• Application-Driven Learning: A Closed-Loop Prediction and Optimization Approach Applied to Dynamic Reserves and Demand Forecasting
  26 Feb 2021 0 repositories listed
• A Near-Optimal Algorithm for Stochastic Bilevel Optimization via Double-Momentum
  15 Feb 2021 0 repositories listed
• A Single-Timescale Method for Stochastic Bilevel Optimization
  9 Feb 2021 0 repositories listed
• Lower Bounds and Accelerated Algorithms for Bilevel Optimization
  7 Feb 2021 0 repositories listed
• Load Encoding for Learning AC-OPF
  11 Jan 2021 0 repositories listed
• Integrated Optimization of Predictive and Prescriptive Tasks
  2 Jan 2021 0 repositories listed
• Combining Physics and Machine Learning for Network Flow Estimation
  1 Jan 2021 0 repositories listed
• Gaussian Process-based Approach for Bilevel Optimization in the Power System -- A Critical Load Restoration Case
  2 Dec 2020 0 repositories listed
• Convergence and Sample Complexity of SGD in GANs
  1 Dec 2020 0 repositories listed
• Multi-task Additive Models for Robust Estimation and Automatic Structure Discovery
  1 Dec 2020 0 repositories listed
• Multi-Agent Reinforcement Learning for Markov Routing Games: A New Modeling Paradigm For Dynamic Traffic Assignment
  22 Nov 2020 0 repositories listed
• Convergence Properties of Stochastic Hypergradients
  13 Nov 2020 0 repositories listed
• Bilevel Continual Learning
  2 Nov 2020 0 repositories listed
• Learning to Generate Image Source-Agnostic Universal Adversarial Perturbations
  29 Sep 2020 0 repositories listed
• Provably Faster Algorithms for Bilevel Optimization and Applications to Meta-Learning
  28 Sep 2020 0 repositories listed
• Towards Interpretable-AI Policies Induction using Evolutionary Nonlinear Decision Trees for Discrete Action Systems
  20 Sep 2020 0 repositories listed
• RARTS: An Efficient First-Order Relaxed Architecture Search Method
  10 Aug 2020 0 repositories listed
• GL-GAN: Adaptive Global and Local Bilevel Optimization model of Image Generation
  6 Aug 2020 0 repositories listed
• Interpretable Rule Discovery Through Bilevel Optimization of Split-Rules of Nonlinear Decision Trees for Classification Problems
  2 Aug 2020 0 repositories listed
• A Gradient-based Bilevel Optimization Approach for Tuning Hyperparameters in Machine Learning
  21 Jul 2020 0 repositories listed
• A Two-Timescale Framework for Bilevel Optimization: Complexity Analysis and Application to Actor-Critic
  10 Jul 2020 0 repositories listed
• Consistency analysis of bilevel data-driven learning in inverse problems
  6 Jul 2020 0 repositories listed
• Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising
  29 Jun 2020 0 repositories listed
• On the Global Optimality of Model-Agnostic Meta-Learning
  23 Jun 2020 0 repositories listed
• OGAN: Disrupting Deepfakes with an Adversarial Attack that Survives Training
  17 Jun 2020 0 repositories listed
• UFO-BLO: Unbiased First-Order Bilevel Optimization
  5 Jun 2020 0 repositories listed
• Regularisation Can Mitigate Poisoning Attacks: A Novel Analysis Based on Multiobjective Bilevel Optimisation
  28 Feb 2020 0 repositories listed