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| [30]2021(J)_TPAMI_Liu R_Investigating bi-level optimization for learning and vision from a unified perspective A survey and beyond.pdf | 13.1 MiB | 2024-May-10 16:20 |
| [12]2020(B)_Springer_Dempe_Bilevel Optimization.pdf | 9.2 MiB | 2024-May-10 16:20 |
| [22]2021(P)_ICML_Ji K_Bilevel optimization Convergence analysis and enhanced design.pdf | 6.1 MiB | 2024-May-10 16:20 |
| [34]2023(J)_TPAMI_Liu R_A general descent aggregation framework for gradient-based bi-level optimization.pdf | 4.5 MiB | 2024-May-10 16:20 |
| [29]2022(P)_NeurIPS_Liu B_BOME! Bilevel Optimization Made Easy A Simple First-Order Approach.pdf | 4.2 MiB | 2024-May-10 16:20 |
| [8]2024(J)_OL_Chen X_Decentralized bilevel optimization.pdf | 4.0 MiB | 2024-May-10 16:20 |
| [27]2013(J)_EURO JCO_Lee Y_Global resolution of the support vector machine regression parameters selection problem with lpcc.pdf | 3.8 MiB | 2024-May-10 16:19 |
| [32]2023(J)_IEEE TPAML_Liu R_Value-function-based sequential minimization for bi-level optimization.pdf | 3.6 MiB | 2024-May-10 16:20 |
| [10]2023(J)_ML_Chen Z_An accelerated proximal algorithm for regularized nonconvex and nonsmooth bi-level optimization.pdf | 2.7 MiB | 2024-May-10 16:20 |
| [7]2022(P)_Chen T_A single-timescale stochastic bilevel optimization method(TC).pdf | 2.4 MiB | 2024-May-10 16:20 |
| [3]2018(P)_ICLR_Bertinetto_Meta-learning with differentiable closed-form solvers.pdf | 2.4 MiB | 2024-May-10 16:19 |
| [49]2023(P)_NeurIPS_Yang Y_SimFBO Towards simple, flexible and communication-efficient federated bilevel learning.pdf | 2.3 MiB | 2024-May-10 16:20 |
| [14]2018(P)_ICML_Franceschi_Bilevel programming for hyperparameter optimization and meta-learning.pdf | 1.7 MiB | 2024-May-10 16:20 |
| [26]2013(J)_JGO_Lee Y_An algorithm for global solution to bi-parametric linear complementarity constrained linear programs.pdf | 1.5 MiB | 2024-May-10 16:20 |
| [28]2022(J)_MMOR_Li Q_A. Bilevel hyperparameteroptimization for support vector classification theoretical analysis and a solution method.pdf | 1.5 MiB | 2024-May-10 16:20 |
| [21]2023(P)_ICML_Huang M_Achieving linear speedup in non-IID federated bilevel learning.pdf | 1.2 MiB | 2024-May-10 16:20 |
| [11]2022(P)_NeurIPS_Dagreou_A framework for bilevel optimization that enables stochastic and global variance reduction algorithms.pdf | 1.1 MiB | 2024-May-10 16:20 |
| [48]2022(P)_NeurIPS_Yang S_Decentralized gossip-based stochastic bilevel optimization over communication networks.pdf | 1.1 MiB | 2024-May-10 16:20 |
| [23]2021_(P)_NeurIPS_Khanduri_A Near-Optimal Algorithm for Stochastic Bilevel Optimization via Double-Momentum.pdf | 1.1 MiB | 2024-May-10 16:20 |
| [46]2023(P)_ICML_Xiao P_Communication-efficient federated hypergradient computation via aggregated iteative differentiation.pdf | 1.0 MiB | 2024-May-10 16:20 |
| [54]2023_arXiv_Zhang Y_An Introduction to Bi-level Optimization Foundations and Applications in Signal Processing and Machine Learning.pdf | 1.0 MiB | 2024-May-10 16:20 |
| [36]2022(J)_ICASSP_Lu S_Decentralized bilevel optimization for personalized client learning.pdf | 1.0 MiB | 2024-May-10 16:20 |
| [44]2022_arXiv_Sow D_A constrained optimization approach to bilevel optimization-with multiple inner minima.pdf | 981.8 KiB | 2024-May-10 16:20 |
| [15]2022_arXiv_Gao H_Stochastic bilevel distributed optimization over a network(TC).pdf | 980.6 KiB | 2024-May-10 16:19 |
| [5]2024_arXiv_Chen_Lower-level Duality Based Reformulation and Majorization Minimization Algorithm for Hyperparameter Optimization.pdf | 937.9 KiB | 2024-May-10 16:19 |
| [33]2020(P)_ICML_Liu R_A generic first-order algorithmic framework for bi-level programming beyond lower-level singleton.pdf | 900.3 KiB | 2024-May-10 16:20 |
| [18]2021_arXiv_Guo Z_Randomized Stochastic Variance-Reduced Methods for Multi-Task Stochastic Bilevel Optimization.pdf | 874.5 KiB | 2024-May-10 16:20 |
| [31]2021(P)_ICML_Liu R_A value-function-based interior-point method for non-convex bi-level optimization.pdf | 863.2 KiB | 2024-May-10 16:20 |
| [39]1990(J)_ZFOR_Outrata_On the numerical solution of a class of Stackelberg problems.pdf | 836.7 KiB | 2024-May-10 16:20 |
| [19]2023(J)SIAMJO_Hong M_A two-timescale framework for bilevel optimization Complexity analysis and application to actor-critic.pdf | 798.1 KiB | 2024-May-10 16:20 |
| [42]2023(P)_ICML_Shen H_On penalty-based bilevel gradient descent method.pdf | 787.8 KiB | 2024-May-10 16:20 |
| [41]2019(P)_NeurIPS_Rajeswaran_Meta-learning with implicit gradients.pdf | 768.3 KiB | 2024-May-10 16:20 |
| [16]2022(P)_ICML_Gao L_Value function based difference-of-convex algorithm for bilevel hyperparameter selection problems.pdf | 753.6 KiB | 2024-May-10 16:20 |
| [47]2021(P)_NeurIPS_Yang J_Provably faster algorithms for bilevel optimization.pdf | 753.4 KiB | 2024-May-10 16:20 |
| [13]2023_arxiv_Dong Y_A Single-Loop Algorithm for Decentralized Bilevel Optimization.pdf | 679.1 KiB | 2024-May-10 16:19 |
| [40]2016(P)_ ICML_Pedregosa_Hyperparameter optimization with approximate gradient.pdf | 641.9 KiB | 2024-May-10 16:20 |
| [9]2023(P)_ICML_Chen X_Decentralized stochastic bilevel optimization with improved per-iteration complexity.pdf | 617.9 KiB | 2024-May-10 16:20 |
| [35]2024(P)_NeurIPS_Lu S_SLM A Smoothed First-Order Lagrangian Method for Structured Constrained Nonconvex Optimization.pdf | 557.1 KiB | 2024-May-10 16:20 |
| 0机器学习中的双层优化算法简介(v).pdf | 554.4 KiB | 2024-May-15 19:52 |
| [37]2022(P)_NeurIPS_Lu S_A stochastic linearized augmented lagrangian method for decentralized bilevel optimization.pdf | 525.8 KiB | 2024-May-10 16:20 |
| [43]2017(P)_NeurIPS_Snell J_Prototypical networks for few-shot learning.pdf | 523.8 KiB | 2024-May-10 16:20 |
| [38]2023_arXiv_Lu Z_First-order penalty methods for bilevel optimization.pdf | 510.8 KiB | 2024-May-10 16:20 |
| [51]2023(J)_MP_Ye J_Difference of convex algorithms for bilevel programs with applications in hyperparameter selection.pdf | 494.8 KiB | 2024-May-10 16:20 |
| [25]2023(P)_ICML_Kwon J_A fully first-order method for stochastic bilevel optimization.pdf | 476.8 KiB | 2024-May-10 16:20 |
| [6]2023_arXiv_Chen L_Bilevel optimization without lower-level strong convexity from the hyprt-objective perspective(TC).pdf | 436.7 KiB | 2024-May-10 16:19 |
| [20]2022(P)_NeurIPS_Huang F_Enhanced Bilevel Optimization via Bregman Distance.pdf | 397.7 KiB | 2024-May-10 16:20 |
| [53]1997(J)_JO_Ye J_Exact penalization and necessary optimality conditions for generalized bilevel programming problems.pdf | 395.0 KiB | 2024-May-10 16:20 |
| [24]2008(P)_CDRMCRMPLN_kunapuli_Bilevel model selection for support vector machines.pdf | 369.9 KiB | 2024-May-10 16:20 |
| [17]2018_arXiv_Ghadimi_Approximation Methods for Bilevel Programming.pdf | 302.5 KiB | 2024-May-10 16:20 |
| [50]2006(J)_MOR_Ye J_Constraint qualifications and kkt conditions for bilevel programming problems.pdf | 206.7 KiB | 2024-May-10 16:19 |
| [1]2008(J)_OMS_Bennett_Classification model selection via bilevel programming.pdf | 187.3 KiB | 2024-May-10 16:19 |
| [2]2006(P)_IJCNN_Bennett_Model selection via bilevel programming.pdf | 172.7 KiB | 2024-May-10 16:19 |
| [52]1995(J)_Opti._Ye J_Optimality conditions for bilevel programming problems.pdf | 149.5 KiB | 2024-May-10 16:20 |