1. On nonlinear iterated function systems with overlaps
   2024/01/07 by Boris Solomyak, Solomyak, Boris · 1 citation
   Biochemistry, Genetics and Molecular Biology · Mathematics · #28A80 #37E05 #Attractor #Caveolin-1 and cellular processes #Conformal map #Dimension (graph theory) #Dynamical Systems (math.DS) #FOS: Mathematics #Fixed point #Function (biology) #Geometry #Iterated function #Iterated function system #Line (geometry) #Mathematical Dynamics and Fractals #Mathematical analysis #Mathematics #Nonlinear system #Physics #Pure mathematics
2. Expressivity and Approximation Properties of Deep Neural Networks with ReLU^k Activation
   2023/12/27 by Juncai He, Tong Mao, He, Juncai +3 · 3 citations
   Computer Science · Engineering · Mathematics · Physics and Astronomy · #Activation function #Adaptability #Advanced Numerical Analysis Techniques #Algorithm #Artificial intelligence #Artificial neural network #Combinatorics #Computer science #Constructive #Deep learning #Deep neural networks #Discrete mathematics #FOS: Computer and information sciences #FOS: Mathematics #Function (biology) #Machine Learning (cs.LG) #Mathematical analysis #Mathematics #Model Reduction and Neural Networks #Neural and Evolutionary Computing (cs.NE) #Numerical Analysis (math.NA) #Numerical Methods and Algorithms #Polynomial #Process (computing) #Pure mathematics #Representation (politics) #Sobolev space #Topology (electrical circuits)
3. A non-monotone trust-region method with noisy oracles and additional sampling
   2023/07/19 by Nataša Krejić, Krejic, Natasa, Nataša Krklec Jerinkić +5 · 2 citations
   Computer Science · Engineering · Mathematics · #65K05 #90C06 #90C30 #90C53 #90C90 #Algorithm #Artificial intelligence #Artificial neural network #Computer science #Convergence (economics) #FOS: Mathematics #Function (biology) #Gradient method #Machine Learning and ELM #Mathematical optimization #Mathematics #Monotone polygon #Nonlinear system #Optimization and Control (math.OC) #Regular polygon #Sample (material) #Sample size determination #Sparse and Compressive Sensing Techniques #Statistics #Stochastic Gradient Optimization Techniques #Trust region
4. Mini-Batch Optimization of Contrastive Loss
   2023/07/12 by Jaewoong Cho, Kartik K. Sreenivasan, Cho, Jaewoong +17 · 2 citations
   Computer Science · Engineering · Mathematics · #Algorithm #Artificial intelligence #Cluster analysis #Computer science #Convergence (economics) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Function (biology) #Machine Learning (cs.LG) #Machine learning #Mathematical optimization #Mathematics #Optimization problem #Remote-Sensing Image Classification #Sample (material)
5. Deep Clustering with Incomplete Noisy Pairwise Annotations: A Geometric Regularization Approach
   2023/05/30 by Tri Q. Nguyen, Nguyen, Tri, Shahana Ibrahim +3 · 2 citations
   Computer Science · Engineering · #Annotation #Artificial intelligence #Cluster analysis #Computer science #Data mining #FOS: Computer and information sciences #Face and Expression Recognition #Function (biology) #Identifiability #Image (mathematics) #Machine Learning (cs.LG) #Machine learning #Noise (video) #Pairwise comparison #Pattern recognition (psychology) #Regularization (linguistics) #Remote-Sensing Image Classification #Similarity (geometry) #Video Surveillance and Tracking Methods
6. HE is all you need: Compressing FHE Ciphertexts using Additive HE
   2023/03/16 by Rasoul Akhavan Mahdavi, Abdulrahman Diaa, Mahdavi, Rasoul Akhavan +3 · 1 voice · 1 citation
   Computer Science · Mathematics · #Algorithm #Bandwidth (computing) #Ciphertext #Coding theory and cryptography #Computer network #Computer science #Cryptographic Implementations and Security #Cryptography and Data Security #Cryptography and Security (cs.CR) #Encryption #FOS: Computer and information sciences #Function (biology) #Homomorphic encryption #Lattice (music) #Learning with errors #Mathematics #Physics #Plaintext #Scheme (mathematics) #Theoretical computer science
7. Noise stability on the Boolean hypercube via a renormalized Brownian motion
   2022/08/12 by Ronen Eldan, Dan Mikulincer, Eldan, Ronen +3 · 1 citation
   Decision Sciences · Mathematics · #Advanced Statistical Process Monitoring #Boolean expression #Boolean function #Brownian motion #Computer science #Conjecture #Discrete mathematics #FOS: Computer and information sciences #FOS: Mathematics #Fractional Brownian motion #Function (biology) #Functional Analysis (math.FA) #Hypercube #Information Theory (cs.IT) #Logarithm #Mathematical analysis #Mathematics #Noise (video) #Parity function #Polynomial #Probability (math.PR) #Pure mathematics #Space (punctuation) #Stability (learning theory)
8. Deep Reinforcement Learning Policies Learn Shared Adversarial Features across MDPs
   2022/06/28 by Ezgi Korkmaz · 2 citations
   Computer Science · Engineering · Mathematics · #Adversarial Robustness in Machine Learning #Adversarial system #Artificial intelligence #Artificial neural network #Boundary (topology) #Computer science #Deep learning #Deep neural networks #Engineering #Explainable Artificial Intelligence (XAI) #Function (biology) #Machine learning #Mathematics #Reinforcement #Reinforcement Learning in Robotics #Reinforcement learning #Sensitivity (control systems)
9. Group Meritocratic Fairness in Linear Contextual Bandits
   2022/06/07 by Riccardo Grazzi, Arya Akhavan, Grazzi, Riccardo +7 · 1 citation
   Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Combinatorics #Computer science #Context (archaeology) #Distribution (mathematics) #Economics #FOS: Computer and information sciences #Function (biology) #Group (periodic table) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mathematics #Order (exchange) #Rank (graph theory) #Regret #Statistics
10. Decision-Dependent Risk Minimization in Geometrically Decaying Dynamic Environments
    2022/04/08 by Mitas Ray, Dmitriy Drusvyatskiy, Ray, Mitas +5 · 8 citations
    Decision Sciences · Economics, Econometrics and Finance · Mathematics · #Computer science #Decision maker #Economic and Environmental Valuation #Economics #FOS: Computer and information sciences #FOS: Mathematics #Function (biology) #Logarithm #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mathematical optimization #Mathematics #Minification #Operations research #Optimization and Control (math.OC) #Oracle #Order (exchange) #Reduction (mathematics) #Risk and Portfolio Optimization #Statistical Methods and Inference
11. Non-Linear Reinforcement Learning in Large Action Spaces: Structural Conditions and Sample-efficiency of Posterior Sampling
    2022/03/15 by Alekh Agarwal, Agarwal, Alekh, Tong Zhang +1 · 1 citation
    Computer Science · Mathematics · Physics and Astronomy · #Action (physics) #Applied mathematics #Artificial Intelligence (cs.AI) #Artificial intelligence #Artificial neural network #Combinatorics #Computer science #Curse of dimensionality #Dimension (graph theory) #Embedding #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Function (biology) #Function approximation #Intrinsic dimension #Linear approximation #Machine Learning (cs.LG) #Mathematical optimization #Mathematics #Model Reduction and Neural Networks #Reinforcement Learning in Robotics #Reinforcement learning #Sample (material)
12. Violations at the Reference Point of Discontinuity: Limitations of Prospect Theory and an Alternative Model of Risk Choices
    2022/01/01 by Aaron Anil Chadee, Xsitaaz T. Chadee, Clyde Chadee +1 · 1 citation
    Economics, Econometrics and Finance · Decision Sciences · Mathematics · #Economic and Environmental Valuation #Decision-Making and Behavioral Economics #Prospect theory #Convexity #Discontinuity (linguistics) #Mathematical economics #Function (biology) #Point (geometry) #Disjoint sets #Field (mathematics) #Mathematics #Preference #Econometrics #Computer science #Statistics #Economics #Discrete mathematics #Mathematical analysis #Geometry #Pure mathematics
13. Emerging roles of N-linked glycosylation in brain physiology and disorders
    2021/10/29 by Lindsey R. Conroy, Tara R. Hawkinson, Lyndsay E.A. Young +2 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Chemistry · Medicine · Neuroscience · #Biochemistry #Biology #Carbohydrate Chemistry and Synthesis #Cell biology #Function (biology) #Glycan #Glycoprotein #Glycosylation #Glycosylation and Glycoproteins Research #Lysosomal Storage Disorders Research #Mediator #N-linked glycosylation #Neuroscience
14. On the resolution requirements for accurately representing interactions between plant canopy structure and function in three-dimensional leaf-resolving models
    2021/07/01 by Brian N. Bailey, E. R. Kent · 1 voice · 1 citation
    Agricultural and Biological Sciences · Chemistry · Environmental Science · #Atmospheric sciences #Biological system #Biology #Botany #Canopy #Chemistry #Computer science #Ecology #Environmental science #Flux (metallurgy) #Function (biology) #Geology #Greenhouse Technology and Climate Control #Image resolution #Leaf area index #Optics #Physics #Plant Water Relations and Carbon Dynamics #Plant canopy #Radiative transfer #Remote Sensing in Agriculture #Remote sensing #Resolution (logic) #Scale (ratio) #Spatial ecology
15. Lookahead Acquisition Functions for Finite-Horizon Time-Dependent Bayesian Optimization and Application to Quantum Optimal Control
    2021/05/20 by S. Ashwin Renganathan, Jeffrey Larson, Renganathan, S. Ashwin +3 · 2 citations
    Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Artificial intelligence #Bayesian optimization #Bayesian probability #Bellman equation #Computation (stat.CO) #Computer science #FOS: Computer and information sciences #FOS: Mathematics #Function (biology) #Gaussian Processes and Bayesian Inference #Horizon #Machine Learning and Algorithms #Mathematical optimization #Mathematics #Maximization #Optimization and Control (math.OC) #Oracle #Time horizon
16. Provable Memorization via Deep Neural Networks using Sub-linear\n Parameters
    2020/10/26 by Sejun Park, Jaeho Lee, Park, Sejun +5 · 2 citations
    Computer Science · Engineering · Mathematics · #Advanced Neural Network Applications #Advanced Numerical Analysis Techniques #Algorithm #Artificial intelligence #Artificial neural network #Computer science #Deep neural networks #FOS: Computer and information sciences #Function (biology) #Geometry #Line (geometry) #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Mathematics #Memorization #Neural Networks and Applications
17. Albanese maps and fundamental groups of varieties with many rational points over function fields
    2020/10/06 by Ariyan Javanpeykar, Javanpeykar, Ariyan, Erwan Rousseau +1 · 2 citations
    Computer Science · Mathematics · #Algebra over a field #Algebraic Geometry (math.AG) #Algebraic Geometry and Number Theory #Biology #Commutative Algebra and Its Applications #Evolutionary biology #FOS: Mathematics #Function (biology) #Mathematical analysis #Mathematics #Number Theory (math.NT) #Polynomial and algebraic computation #Pure mathematics #Rational function #Rational point
18. On Multitask Loss Function for Audio Event Detection and Localization
    2020/09/11 by Huy Phan, Lam Pham, Phan, Huy +9 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #Biology #Computer science #Event (particle physics) #FOS: Computer and information sciences #FOS: Electrical engineering #Function (biology) #Machine Learning (cs.LG) #Music and Audio Processing #Physics #Speech Recognition and Synthesis #Speech and Audio Processing #Speech recognition #electronic engineering #information engineering
19. An evolutionary, or “Mitocentric” perspective on cellular function and disease
    2020/05/26 by Jamelle A. Brown, Melissa J. Sammy, Scott W. Ballinger · 1 citation
    Biochemistry, Genetics and Molecular Biology · Medicine · #Mitochondrial Function and Pathology #ATP Synthase and ATPases Research #Endoplasmic Reticulum Stress and Disease #Perspective (graphical) #Function (biology) #Biology #Evolutionary biology #Disease #Computational biology #Computer science #Medicine #Pathology #Artificial intelligence
20. Atomistic simulations of the thermal conductivity of liquids
    2020/05/11 by Marcello Puligheddu, Giulia Galli · 1 citation
    Materials Science · Physics and Astronomy · Earth and Planetary Sciences · #Thermal properties of materials #Quantum, superfluid, helium dynamics #High-pressure geophysics and materials #Thermal conductivity #Non-equilibrium thermodynamics #Molecular dynamics #Materials science #Formalism (music) #Statistical physics #Thermal #Thermodynamics #Transient (computer programming) #Thermal conduction #Conductivity #Liquid water #Function (biology) #Mechanics #Physics #Quantum mechanics #Computer science
21. A Petri Net Neural Network Robust Control for New Paste Backfill Process Model
    2020/01/01 by Xuehui Gao, Xinyan Hu · 1 citation
    Engineering · #Tailings Management and Properties #Mineral Processing and Grinding #Geoscience and Mining Technology #Petri net #Nonlinear system #Artificial neural network #Process (computing) #Computer science #Control theory (sociology) #Bernoulli's principle #Function (biology) #Lyapunov function #Controller (irrigation) #Engineering #Control (management) #Algorithm #Artificial intelligence
22. RecSplit: Minimal Perfect Hashing via Recursive Splitting
    2019/12/17 by Emmanuel Esposito, Thomas Mueller Graf, Sebastiano Vigna · 1 citation
    Computer Science · Mathematics · #Advanced Data Storage Technologies #Algorithms and Data Compression #Caching and Content Delivery #Perfect hash function #Hash function #Computer science #Hash table #Key (lock) #Data structure #Theoretical computer science #Dynamic perfect hashing #Function (biology) #Algorithm #Discrete mathematics #Double hashing #Mathematics
23. Polynomial interpolation via mapped bases without resampling
    2019/07/18 by Stefano De Marchı, Francesco Marchetti, Emma Perracchione +1 · 1 citation
    Engineering · Physics and Astronomy · Mathematics · #Numerical methods in engineering #Advanced Numerical Analysis Techniques #Model Reduction and Neural Networks #Mathematics #Interpolation (computer graphics) #Univariate #Resampling #Polynomial #Polynomial interpolation #Construct (python library) #Function (biology) #Space (punctuation) #Applied mathematics #Discrete mathematics #Algebra over a field #Algorithm #Combinatorics #Linear interpolation #Pure mathematics #Mathematical analysis #Computer science #Statistics #Multivariate statistics #Artificial intelligence
24. Directed Exploration for Reinforcement Learning
    2019/06/18 by Zhaohan Daniel Guo, Emma Brunskill, Guo, Zhaohan Daniel +1 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Artificial intelligence #Computer science #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Function (biology) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Object (grammar) #Reinforcement Learning in Robotics #Reinforcement learning
25. The history of the prostate, part one: say what you see
    2019/01/01 by Jonathan Charles Goddard · 1 citation
    Arts and Humanities · Medicine · #Historical Studies and Socio-cultural Analysis #Prostate gland #Prostate #Sexual function #Function (biology) #Medicine #Biology #Internal medicine
26. Academicus - In the name of Science
    2019/01/01 by Arta Musaraj · 1 citation
    Physics and Astronomy · Mathematics · #Space Science and Extraterrestrial Life #Unification #Meaning (existential) #Morality #Epistemology #Function (biology) #Fidelity #Dimension (graph theory) #Sociology #Aesthetics #Environmental ethics #Philosophy #Computer science #Biology #Mathematics
27. A comparison of two biholomorphic invariants
    2018/07/25 by Prachi Mahajan, Kaushal Verma, Mahajan, Prachi +1 · 1 citation
    Mathematics · #A priori and a posteriori #Boundary (topology) #Bounded function #Complex Variables (math.CV) #Domain (mathematical analysis) #FOS: Mathematics #Function (biology) #Geometric Analysis and Curvature Flows #Geometric and Algebraic Topology #Holomorphic and Operator Theory #Invariant (physics) #Mathematical analysis #Mathematical physics #Mathematics #Philosophy #Pure mathematics
28. Stochastic transitivity: Axioms and models
    2018/06/30 by I.F.D. Oliveira, Ivo Fagundes David de Oliveira, Sa’ar Zehavi +3 · 1 citation
    Computer Science · Decision Sciences · Mathematics · #Artificial intelligence #Axiom #Bayesian Modeling and Causal Inference #Class (philosophy) #Combinatorics #Computer science #Discrete mathematics #Function (biology) #Fuzzy Systems and Optimization #Mathematical economics #Mathematics #Multi-Criteria Decision Making #Transitive relation
29. Proteome Data Improves Protein Function Prediction in the Interactome of Helicobacter pylori
    2018/02/07 by Stefan Wuchty, Stephan A. Müller, J. Harry Caufield +4 · 1 citation
    Medicine · Immunology and Microbiology · Biochemistry, Genetics and Molecular Biology · #Helicobacter pylori-related gastroenterology studies #Galectins and Cancer Biology #Bioinformatics and Genomic Networks #Proteome #Biology #Interactome #Computational biology #Population #Context (archaeology) #Genetics #Helicobacter pylori #Proteomics #Gene #Function (biology)
30. New Perspectives on the Architecture and Function of Welsh Hillforts and Defended Settlements
    2018/02/01 by Royal Commission on the Ancient and Historical Monuments of Wales, Toby Driver · 1 citation
    Arts and Humanities · #Historical Studies of British Isles #Scottish History and National Identity #Welsh #Architecture #Human settlement #Function (biology) #History #Genealogy #Archaeology #Biology #Evolutionary biology

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