- Understanding Artificial Neural Networks: Mysterianism about Known Mechanism is Mysticism
2026/05/07 by Olivia Guest, Nancy Abigail Nuñez Hernández, Mark Blokpoel · 3 voices
Computer Science · Neuroscience · #Artificial neural network #Black box #Cognitive Science and Education Research #Computability, Logic, AI Algorithms #Computational model #Embodied and Extended Cognition #Function (biology) #GRASP #Mechanism (biology) #Property (philosophy)
- Understanding Artificial Neural Networks: Mysterianism about Known Mechanism is Mysticism
2026/05/07 by Olivia Guest, Nancy Abigail Nuñez Hernández, Mark Blokpoel · 2 voices
Computer Science · Neuroscience · #Artificial neural network #Black box #Cognitive Science and Education Research #Computability, Logic, AI Algorithms #Computational model #Embodied and Extended Cognition #Function (biology) #GRASP #Mechanism (biology) #Property (philosophy)
- Transparency of deep neural networks for medical image analysis: A review of interpretability methods
2021/12/04 by Zohaib Salahuddin, Henry C. Woodruff, Avishek Chatterjee +1 · 52 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Artificial intelligence #Artificial neural network #Black box #Computer science #Computer security #Data science #Deep learning #Deep neural networks #Explainable Artificial Intelligence (XAI) #Interpretability #Machine learning #Radiomics and Machine Learning in Medical Imaging #Transparency (behavior) #Workflow
- Logic Rules Meet Deep Learning: A Novel Approach for Ship Type Classification
2021/11/01 by Manolis Pitsikalis, Thanh-Toan Do, Pitsikalis, Manolis +5 · 1 citation
Engineering · #Artificial Intelligence (cs.AI) #Artificial intelligence #Artificial neural network #Black box #Component (thermodynamics) #Computer science #Data mining #Deep learning #FOS: Computer and information sciences #Finance #Fuzzy logic #I.2.1 #I.5.1 #Identification (biology) #Machine learning #Maritime Navigation and Safety #Order (exchange)
- A Black-Box Attack Method against Machine-Learning-Based Anomaly Network Flow Detection Models
2021/04/23 by Sensen Guo, Jinxiong Zhao, Xiaoyu Li +3 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Network Security and Intrusion Detection #Advanced Malware Detection Techniques #Computer science #Adversarial machine learning #Adversarial system #Machine learning #Artificial intelligence #Anomaly detection #Black box #Attack model #Deep learning #Computer security
- Understanding Pre-Editing for Black-Box Neural Machine Translation
2021/02/05 by Rei Miyata, Atsushi Fujita, Miyata, Rei +1 · 1 citation
Computer Science · Psychology · #Artificial intelligence #Black box #Computation and Language (cs.CL) #Computer science #FOS: Computer and information sciences #Machine translation #Meaning (existential) #Natural Language Processing Techniques #Natural language processing #Process (computing) #Programming language #Psychology #Quality (philosophy) #Software Engineering Research #Topic Modeling #Translation (biology)
- Distribution-free, Risk-controlling Prediction Sets
2021/01/07 by Stephen Bates, Anastasios N. Angelopoulos, Anastasios Angelopoulos +9 · 56 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial intelligence #Black box #Computer science #Control (management) #Data mining #Focus (optics) #Machine Learning and Algorithms #Machine Learning and Data Classification #Machine learning #Metric (unit) #Ranking (information retrieval) #Segmentation #Set (abstract data type) #Simple (philosophy)
- A Differentiable Newton Euler Algorithm for Multi-body Model Learning
2020/10/19 by Michael Lutter, Johannes Silberbauer, Lutter, Michael +5 · 2 citations
Computer Science · Engineering · Mathematics · #Algorithm #Applied mathematics #Artificial intelligence #Black box #Bounded function #Computation #Computer science #Data modeling #Differentiable function #FOS: Computer and information sciences #Human Pose and Action Recognition #Hydraulic and Pneumatic Systems #Kinematics #Machine Learning (cs.LG) #Machine learning #Mathematics #Oil and Gas Production Techniques #Physical system #Robotics (cs.RO) #System identification #Theoretical computer science #White box
- Locally Differentially Private (Contextual) Bandits Learning
2020/06/01 by Kai Zheng, Tianle Cai, Zheng, Kai +7 · 7 citations
Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Artificial intelligence #Black box #Combinatorics #Computer science #Context (archaeology) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine learning #Mathematical optimization #Mathematics #Omega #Point (geometry) #Regret #Regular polygon #Simple (philosophy) #Stochastic Gradient Optimization Techniques #Tilde
- Simplify-then-Translate: Automatic Preprocessing for Black-Box Machine Translation
2020/05/22 by Sneha Mehta, Bahareh Azarnoush, Mehta, Sneha +11 · 1 voice · 1 citation
Computer Science · #Artificial intelligence #Black box #Computation and Language (cs.CL) #Computer science #Domain (mathematical analysis) #Example-based machine translation #FOS: Computer and information sciences #Machine translation #Natural Language Processing Techniques #Natural language processing #Paraphrase #Preprocessor #Sentence #Speech recognition #Task (project management) #Text Readability and Simplification #Topic Modeling #Translation (biology) #cs.CL
- PatchAttack: A Black-box Texture-based Attack with Reinforcement Learning
2020/04/12 by Chenglin Yang, Yang, Chenglin, Adam Kortylewski +7 · 1 voice · 9 citations
Computer Science · Engineering · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial intelligence #Black box #Computer science #Engineering #Generative Adversarial Networks and Image Synthesis #Image (mathematics) #Reinforcement #Reinforcement learning #Structural engineering #Texture (cosmology) #cs.CV
- Square Attack: A Query-Efficient Black-Box Adversarial Attack via Random Search
2020/01/01 by Maksym Andriushchenko, Francesco Croce, Nicolas Flammarion +1 · 1 citation
Computer Science · Mathematics · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Algorithm #Artificial intelligence #Black box #Computer science #Domain Adaptation and Few-Shot Learning #Masking (illustration) #Mathematics #Set (abstract data type) #Square (algebra) #Theoretical computer science
- Making the Black Box More Transparent: Understanding the Physical Implications of Machine Learning
2019/08/22 by Amy McGovern, Ryan Lagerquist, David John Gagne +5 · 42 citations
Computer Science · Earth and Planetary Sciences · Environmental Science · #Artificial intelligence #Black box #Class (philosophy) #Climate variability and models #Computer science #Data Analysis with R #Machine learning #Meteorological Phenomena and Simulations #Novelty #Toolbox #Variety (cybernetics) #Visualization
- Neural Ordinary Differential Equations
2018/06/19 by Ricky T. Q. Chen, Yulia Rubanova, Chen, Ricky T. Q. +5 · 5 voices · 899 citations
Computer Science · Mathematics · Physics and Astronomy · #Algorithm #Applied mathematics #Artificial intelligence #Artificial neural network #Black box #Computational Physics and Python Applications #Computer science #Constant (computer programming) #Construct (python library) #Continuous modelling #Differential (mechanical device) #Differential equation #Generative Adversarial Networks and Image Synthesis #Latent variable #Mathematical analysis #Mathematical optimization #Mathematics #Model Reduction and Neural Networks #Ode #Ordinary differential equation #Residual #Sequence (biology) #Solver #Variable (mathematics)
- Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data
2016/10/18 by Nicolas Papernot, Martín Abadi, Martı́n Abadi +8 · 2 voices · 31 citations
Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Adversary #Artificial intelligence #Black box #Computer science #Computer security #Data mining #Deep learning #Differential privacy #Disjoint sets #Labeled data #MNIST database #Machine learning #Privacy-Preserving Technologies in Data #cs.CR #cs.LG #stat.ML
- Practical Black-Box Attacks against Machine Learning
2016/02/08 by Nicolas Papernot, Patrick McDaniel, Papernot, Nicolas +9 · 4 voices · 135 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Adversarial machine learning #Adversarial system #Adversary #Anomaly Detection Techniques and Applications #Artificial intelligence #Artificial neural network #Black box #Computer science #Computer security #Deep learning #Deep neural networks #Machine learning #Malware #cs.CR #cs.LG
- Black hole: A new heuristic optimization approach for data clustering
2012/09/04 by Abdolreza Hatamlou · 38 citations
Computer Science · Mathematics · #Advanced Clustering Algorithms Research #Algorithm #Artificial intelligence #Benchmark (surveying) #Black box #Black hole (networking) #Cluster analysis #Computer science #Heuristic #Mathematical optimization #Mathematics #Metaheuristic Optimization Algorithms Research #Optimization problem #Population #Text and Document Classification Technologies