{"total":311,"rows":[{"id":"2201.03514","title":"Black-Box Tuning for Language-Model-as-a-Service","created":"2022-01-10","cited_by_count":256,"area":null},{"id":"2106.06427","title":"Neural Symbolic Regression that Scales","created":"2021-06-11","cited_by_count":192,"area":null},{"id":"2103.06257","title":"Maximum Entropy RL (Provably) Solves Some Robust RL Problems","created":"2021-03-10","cited_by_count":176,"area":null},{"id":"2304.11127","title":"Tree-Structured Parzen Estimator: Understanding Its Algorithm Components and Their Roles for Better Empirical Performance","created":"2023-04-21","cited_by_count":147,"area":null},{"id":"2103.10951","title":"Paint by Word","created":"2021-03-19","cited_by_count":107,"area":null},{"id":"2104.14544","title":"AutoFlow: Learning a Better Training Set for Optical Flow","created":"2021-04-29","cited_by_count":102,"area":null},{"id":"2108.00871","title":"Constrained Graphic Layout Generation via Latent Optimization","created":"2021-08-02","cited_by_count":83,"area":null},{"id":"2404.01650","title":"Test-Time Model Adaptation with Only Forward Passes","created":"2024-04-02","cited_by_count":74,"area":null},{"id":"2106.03894","title":"Differentiable Quality Diversity","created":"2021-06-07","cited_by_count":72,"area":null},{"id":"2203.15696","title":"Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage","created":"2022-03-29","cited_by_count":72,"area":null},{"id":"2306.03082","title":"InstructZero: Efficient Instruction Optimization for Black-Box Large Language Models","created":"2023-06-05","cited_by_count":68,"area":null},{"id":"2302.05981","title":"MarioGPT: Open-Ended Text2Level Generation through Large Language Models","created":"2023-02-12","cited_by_count":64,"area":null},{"id":"2104.04644","title":"Fast and Efficient Locomotion via Learned Gait Transitions","created":"2021-04-09","cited_by_count":54,"area":null},{"id":"2112.13835","title":"Unbiased Gradient Estimation in Unrolled Computation Graphs with Persistent Evolution Strategies","created":"2021-12-27","cited_by_count":52,"area":null},{"id":"2406.03372","title":"Training of Physical Neural Networks","created":"2024-06-05","cited_by_count":49,"area":null},{"id":"2207.10606","title":"Approximate Differentiable Rendering with Algebraic Surfaces","created":"2022-07-21","cited_by_count":44,"area":null},{"id":"2111.02790","title":"LassoBench: A High-Dimensional Hyperparameter Optimization Benchmark Suite for Lasso","created":"2021-11-04","cited_by_count":41,"area":null},{"id":"2109.07719","title":"Efficient Differentiable Simulation of Articulated Bodies","created":"2021-09-16","cited_by_count":39,"area":null},{"id":"2205.01758","title":"Differentiable Simulation of Soft Multi-body Systems","created":"2022-05-03","cited_by_count":39,"area":null},{"id":"2202.03666","title":"Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning","created":"2022-02-08","cited_by_count":38,"area":null},{"id":"2106.10853","title":"On the Importance of Environments in Human-Robot Coordination","created":"2021-06-21","cited_by_count":37,"area":null},{"id":"2210.01628","title":"Monte Carlo Tree Search based Variable Selection for High Dimensional Bayesian Optimization","created":"2022-10-04","cited_by_count":37,"area":null},{"id":"2109.05489","title":"Illuminating Diverse Neural Cellular Automata for Level Generation","created":"2021-09-12","cited_by_count":35,"area":null},{"id":"2211.00458","title":"CPG-RL: Learning Central Pattern Generators for Quadruped Locomotion","created":"2022-11-01","cited_by_count":34,"area":null},{"id":"2112.15311","title":"Bayesian Optimization of Function Networks","created":"2021-12-31","cited_by_count":33,"area":null},{"id":"2110.05721","title":"Action-Sufficient State Representation Learning for Control with Structural Constraints","created":"2021-10-12","cited_by_count":31,"area":null},{"id":"2203.14065","title":"Neural MoCon: Neural Motion Control for Physically Plausible Human Motion Capture","created":"2022-03-26","cited_by_count":31,"area":null},{"id":"2210.10953","title":"Discovering Many Diverse Solutions with Bayesian Optimization","created":"2022-10-20","cited_by_count":31,"area":null},{"id":"2303.00191","title":"pyribs: A Bare-Bones Python Library for Quality Diversity Optimization","created":"2023-03-01","cited_by_count":30,"area":null},{"id":"2211.11056","title":"Safe Control Under Input Limits with Neural Control Barrier Functions","created":"2022-11-20","cited_by_count":29,"area":null},{"id":"2304.05818","title":"Gradient-Free Textual Inversion","created":"2023-04-12","cited_by_count":29,"area":null},{"id":"2110.01411","title":"Deep Reinforcement Learning Versus Evolution Strategies: A Comparative Survey","created":"2021-09-28","cited_by_count":28,"area":null},{"id":"2310.01467","title":"FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models","created":"2023-10-02","cited_by_count":26,"area":null},{"id":"2403.17009","title":"Is Your LiDAR Placement Optimized for 3D Scene Understanding?","created":"2024-03-25","cited_by_count":26,"area":null},{"id":"2602.02919","title":"DeltaEvolve: Accelerating Scientific Discovery through Momentum-Driven Evolution","created":"2026-02-02","cited_by_count":26,"area":null},{"id":"2110.09714","title":"Black-box Adversarial Attacks on Commercial Speech Platforms with Minimal Information","created":"2021-10-19","cited_by_count":25,"area":null},{"id":"2205.10752","title":"Covariance Matrix Adaptation MAP-Annealing","created":"2022-05-22","cited_by_count":25,"area":null},{"id":"2511.16652","title":"Evolution Strategies at the Hyperscale","created":"2025-11-20","cited_by_count":25,"area":null},{"id":"2207.06415","title":"The Free Energy Principle for Perception and Action: A Deep Learning Perspective","created":"2022-07-13","cited_by_count":24,"area":null},{"id":"2311.17431","title":"Grounding Foundation Models through Federated Transfer Learning: A General Framework","created":"2023-11-29","cited_by_count":24,"area":null},{"id":"2411.00625","title":"Toward Automated Algorithm Design: A Survey and Practical Guide to Meta-Black-Box-Optimization","created":"2024-11-01","cited_by_count":24,"area":null},{"id":"2106.04682","title":"Bayesian Optimization over Hybrid Spaces","created":"2021-06-08","cited_by_count":23,"area":null},{"id":"2110.01110","title":"Safe Control with Neural Network Dynamic Models","created":"2021-10-03","cited_by_count":22,"area":null},{"id":"2209.14284","title":"DexTransfer: Real World Multi-fingered Dexterous Grasping with Minimal Human Demonstrations","created":"2022-09-28","cited_by_count":22,"area":null},{"id":"2407.10873","title":"Understanding the Importance of Evolutionary Search in Automated Heuristic Design with Large Language Models","created":"2024-07-15","cited_by_count":22,"area":null},{"id":"2405.03547","title":"Position: Leverage Foundational Models for Black-Box Optimization","created":"2024-05-06","cited_by_count":21,"area":null},{"id":"2305.13795","title":"Proximal Policy Gradient Arborescence for Quality Diversity Reinforcement Learning","created":"2023-05-23","cited_by_count":20,"area":null},{"id":"2401.10510","title":"When Large Language Models Meet Evolutionary Algorithms: Potential Enhancements and Challenges","created":"2024-01-19","cited_by_count":20,"area":null},{"id":"2407.01418","title":"RoboPack: Learning Tactile-Informed Dynamics Models for Dense Packing","created":"2024-07-01","cited_by_count":19,"area":null},{"id":"2303.15626","title":"A Framework for Demonstrating Practical Quantum Advantage: Racing Quantum against Classical Generative Models","created":"2023-03-27","cited_by_count":16,"area":null},{"id":"2304.11787","title":"B2Opt: Learning to Optimize Black-box Optimization with Little Budget","created":"2023-04-24","cited_by_count":15,"area":null},{"id":"2403.18365","title":"BLADE: Enhancing Black-box Large Language Models with Small Domain-Specific Models","created":"2024-03-27","cited_by_count":15,"area":null},{"id":"2402.17423","title":"Reinforced In-Context Black-Box Optimization","created":"2024-02-27","cited_by_count":14,"area":null},{"id":"2102.03140","title":"Sparse Reward Exploration via Novelty Search and Emitters","created":"2021-02-05","cited_by_count":13,"area":null},{"id":"2103.03526","title":"Meta Learning Black-Box Population-Based Optimizers","created":"2021-03-05","cited_by_count":13,"area":null},{"id":"2206.02511","title":"Transfer Learning based Search Space Design for Hyperparameter Tuning","created":"2022-06-06","cited_by_count":13,"area":null},{"id":"2402.01446","title":"Guidance Graph Optimization for Lifelong Multi-Agent Path Finding","created":"2024-02-02","cited_by_count":13,"area":null},{"id":"2405.03728","title":"Pretrained Optimization Model for Zero-Shot Black Box Optimization","created":"2024-05-06","cited_by_count":13,"area":null},{"id":"2410.11502","title":"Offline Model-Based Optimization by Learning to Rank","created":"2024-10-15","cited_by_count":13,"area":null},{"id":"2109.09264","title":"Computationally Efficient High-Dimensional Bayesian Optimization via Variable Selection","created":"2021-09-20","cited_by_count":12,"area":null},{"id":"2402.16811","title":"Stopping Bayesian Optimization with Probabilistic Regret Bounds","created":"2024-02-26","cited_by_count":11,"area":null},{"id":"2203.10488","title":"Inferring Articulated Rigid Body Dynamics from RGBD Video","created":"2022-03-20","cited_by_count":10,"area":null},{"id":"2210.02622","title":"Training Diverse High-Dimensional Controllers by Scaling Covariance Matrix Adaptation MAP-Annealing","created":"2022-10-06","cited_by_count":10,"area":null},{"id":"2505.21034","title":"LLaMEA-BO: A Large Language Model Evolutionary Algorithm for Automatically Generating Bayesian Optimization Algorithms","created":"2025-05-27","cited_by_count":10,"area":null},{"id":"2508.02180","title":"Test-Time Model Adaptation for Quantized Neural Networks","created":"2025-08-04","cited_by_count":10,"area":null},{"id":"2102.04283","title":"A Systematic Comparison Study on Hyperparameter Optimisation of Graph Neural Networks for Molecular Property Prediction","created":"2021-02-08","cited_by_count":9,"area":null},{"id":"2104.04269","title":"Morpho-evolution with learning using a controller archive as an inheritance mechanism","created":"2021-04-09","cited_by_count":9,"area":null},{"id":"2203.12675","title":"MMES: Mixture Model based Evolution Strategy for Large-Scale Optimization","created":"2022-03-15","cited_by_count":9,"area":null},{"id":"2302.01539","title":"A Lipschitz Bandits Approach for Continuous Hyperparameter Optimization","created":"2023-02-03","cited_by_count":9,"area":null},{"id":"2310.18622","title":"Arbitrarily Scalable Environment Generators via Neural Cellular Automata","created":"2023-10-28","cited_by_count":9,"area":null},{"id":"2502.08208","title":"Exploring Exploration in Bayesian Optimization","created":"2025-02-12","cited_by_count":9,"area":null},{"id":"2503.11514","title":"Exploring the Vulnerabilities of Federated Learning: A Deep Dive into Gradient Inversion Attacks","created":"2025-03-13","cited_by_count":9,"area":null},{"id":"2602.20557","title":"GENSR: Symbolic Regression Based in Equation Generative Space","created":"2026-02-24","cited_by_count":9,"area":null},{"id":"2106.00942","title":"JUMBO: Scalable Multi-task Bayesian Optimization using Offline Data","created":"2021-06-02","cited_by_count":8,"area":null},{"id":"2304.13787","title":"Surrogate Assisted Generation of Human-Robot Interaction Scenarios","created":"2023-04-26","cited_by_count":8,"area":null},{"id":"2306.05438","title":"DynamoRep: Trajectory-Based Population Dynamics for Classification of Black-box Optimization Problems","created":"2023-06-08","cited_by_count":8,"area":null},{"id":"2307.00286","title":"CMA-ES for Post Hoc Ensembling in AutoML: A Great Success and Salvageable Failure","created":"2023-07-01","cited_by_count":8,"area":null},{"id":"2407.09502","title":"From Text to Life: On the Reciprocal Relationship between Artificial Life and Large Language Models","created":"2024-06-14","cited_by_count":8,"area":null},{"id":"2506.07078","title":"E-BATS: Efficient Backpropagation-Free Test-Time Adaptation for Speech Foundation Models","created":"2025-06-08","cited_by_count":8,"area":null},{"id":"2307.01230","title":"Large Language and Text-to-3D Models for Engineering Design Optimization","created":"2023-07-03","cited_by_count":7,"area":null},{"id":"2506.07109","title":"Towards Universal Offline Black-Box Optimization via Learning Language Model Embeddings","created":"2025-06-08","cited_by_count":7,"area":null},{"id":"2106.10544","title":"Learning Space Partitions for Path Planning","created":"2021-06-19","cited_by_count":6,"area":null},{"id":"2204.04817","title":"Effective Mutation Rate Adaptation through Group Elite Selection","created":"2022-04-11","cited_by_count":6,"area":null},{"id":"2308.05483","title":"Quality Diversity under Sparse Reward and Sparse Interaction: Application to Grasping in Robotics","created":"2023-08-10","cited_by_count":6,"area":null},{"id":"2401.08632","title":"Synergizing Quality-Diversity with Descriptor-Conditioned Reinforcement Learning","created":"2023-12-10","cited_by_count":6,"area":null},{"id":"2402.03104","title":"High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy","created":"2024-02-05","cited_by_count":6,"area":null},{"id":"2408.02767","title":"4D-Var using Hessian approximation and backpropagation applied to automatically-differentiable numerical and machine learning models","created":"2024-08-05","cited_by_count":6,"area":null},{"id":"2504.02630","title":"Grammar-based Ordinary Differential Equation Discovery","created":"2025-04-03","cited_by_count":6,"area":null},{"id":"2505.21372","title":"Improving LLM-based Global Optimization with Search Space Partitioning","created":"2025-05-27","cited_by_count":6,"area":null},{"id":"2101.06474","title":"Optimized and autonomous machine learning framework for characterizing pores, particles, grains and grain boundaries in microstructural images","created":"2021-01-16","cited_by_count":5,"area":null},{"id":"2103.10698","title":"AutoTune: Controller Tuning for High-Speed Flight","created":"2021-03-19","cited_by_count":5,"area":null},{"id":"2111.01919","title":"Discovering and Exploiting Sparse Rewards in a Learned Behavior Space","created":"2021-11-02","cited_by_count":5,"area":null},{"id":"2204.12584","title":"Fast Aquatic Swimmer Optimization with Differentiable Projective Dynamics and Neural Network Hydrodynamic Models","created":"2022-03-30","cited_by_count":5,"area":null},{"id":"2207.06412","title":"RobustAnalog: Fast Variation-Aware Analog Circuit Design Via Multi-task RL","created":"2022-07-13","cited_by_count":5,"area":null},{"id":"2212.06662","title":"Selected Trends in Artificial Intelligence for Space Applications","created":"2022-12-10","cited_by_count":5,"area":null},{"id":"2304.12180","title":"Variance-Reduced Gradient Estimation via Noise-Reuse in Online Evolution Strategies","created":"2023-04-21","cited_by_count":5,"area":null},{"id":"2308.05739","title":"Zero Grads: Learning Local Surrogate Losses for Non-Differentiable Graphics","created":"2023-08-10","cited_by_count":5,"area":null},{"id":"2311.02213","title":"Joint Composite Latent Space Bayesian Optimization","created":"2023-11-03","cited_by_count":5,"area":null},{"id":"2312.03243","title":"Evolutionary Optimization of Physics-Informed Neural Networks: Advancing Generalizability by the Baldwin Effect","created":"2023-12-06","cited_by_count":5,"area":null},{"id":"2312.08365","title":"An Invitation to Deep Reinforcement Learning","created":"2023-12-13","cited_by_count":5,"area":null}],"next_cursor":"100"}