31. 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)
32. Bigger, Better, Faster: Human-level Atari with human-level efficiency
    2023/05/30 by Max Schwarzer, Schwarzer, Max, Johan Obando-Ceron +10 · 1 voice · 47 citations
    Computer Science · Mathematics · #Anomaly Detection Techniques and Applications #Artificial intelligence #Artificial neural network #Benchmark (surveying) #Code (set theory) #Computer science #Deep neural networks #Human Pose and Action Recognition #Machine learning #Mathematics #Reinforcement Learning in Robotics #Sample (material) #Scaling #Tree (set theory) #Value (mathematics) #cs.AI #cs.LG
33. Exploration of industrial risk contagion characteristics and mechanism under geopolitical events: evidence from China
    2023/05/04 by Yong Li, Tong Niu, Xingyi Wang · 2 citations
    Business, Management and Accounting · Economics, Econometrics and Finance · #COVID-19 Pandemic Impacts #China #Contagion effect #Economics #Financial crisis #Financial economics #Geography #Geopolitics #Macroeconomics #Market Dynamics and Volatility #Monetary economics #Political science #Risk Management in Financial Firms #Sample (material) #Stock (firearms) #Stock market
34. Improving PLS-SEM use for business marketing research
    2023/04/13 by Peter Guenther, Miriam Guenther, Christian M. Ringle +2 · 28 citations
    Business, Management and Accounting · Decision Sciences · Engineering · Mathematics · #Computer science #Customer Service Quality and Loyalty #Engineering #Environmental Sustainability in Business #Field (mathematics) #Machine learning #Management science #Mathematics #Partial least squares regression #Robustness (evolution) #Sample (material) #Structural equation modeling #Technology Adoption and User Behaviour
35. Corporate governance and tax avoidance: evidence from an emerging market
    2023/04/06 by Arshad Hasan, Waqas Anwar, Muhammad Kaleem Zahir-Ul-Hassan +2 · 1 citation
    Business, Management and Accounting · Economics, Econometrics and Finance · #Accounting #Audit #Audit committee #Business #Corporate Finance and Governance #Corporate Taxation and Avoidance #Corporate governance #Corporate tax #Double taxation #Economics #Finance #Public economics #Sample (material) #Stock exchange #Tax avoidance #Taxation and Compliance Studies
36. The people versus the money: What drives interest group influence in the European Union?
    2023/02/24 by Iskander De Bruycker, Marcel Hanegraaff · 1 citation
    Business, Management and Accounting · Psychology · Social Sciences · #Congruence (geometry) #Context (archaeology) #Economic policy #Economics #Electoral Systems and Political Participation #European union #Law #Perception #Policy Transfer and Learning #Political Influence and Corporate Strategies #Political science #Politics #Positive economics #Psychology #Public economics #Public opinion #Public policy #Public relations #Sample (material) #Social psychology
37. sgsR: a structurally guided sampling toolbox for LiDAR-based forest inventories
    2023/02/06 by Tristan R.H. Goodbody, Tristan R H Goodbody, Nicholas C Coops +18 · 4 citations
    Agricultural and Biological Sciences · Environmental Science · Mathematics · #Computer science #Data mining #Database #Environmental science #Forest Ecology and Biodiversity Studies #Forest ecology and management #Forest inventory #Forest management #Key (lock) #Mathematics #Plot (graphics) #Remote Sensing and LiDAR Applications #Sample (material) #Sampling (signal processing) #Sampling design #Statistics #Toolbox #Workflow
38. Improving Adversarial Transferability with Scheduled Step Size and Dual Example
    2023/01/30 by Zeliang Zhang, Peihan Liu, Zhang, Zeliang +5 · 1 citation
    Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Adversarial system #Artificial intelligence #COVID-19 diagnosis using AI #Computer science #Deep learning #Deep neural networks #FOS: Computer and information sciences #Law #Machine Learning (cs.LG) #Machine learning #Notice #Political science #Sample (material) #Transferability
39. A Framework for Descriptive Epidemiology
    2022/07/01 by Catherine R Lesko, Catherine R. Lesko, Matthew P. Fox +3 · 1 voice · 31 citations
    Mathematics · Medicine · #Actuarial science #Advanced Causal Inference Techniques #Descriptive statistics #Econometrics #Environmental health #Epidemiology #Event (particle physics) #Family medicine #HIV, Drug Use, Sexual Risk #HIV/AIDS Research and Interventions #Human immunodeficiency virus (HIV) #Mathematics #Medicine #Missing data #Outcome (game theory) #Pathology #Population #Sample (material) #Statistics
40. On sampled metrics for item recommendation
    2022/06/21 by Walid Krichene, Steffen Rendle · 5 citations
    Business, Management and Accounting · Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Algorithm #Computation #Computer science #Consumer Market Behavior and Pricing #Data mining #Information retrieval #Machine learning #Mathematics #Metric (unit) #Quality (philosophy) #Recommender Systems and Techniques #Recommender system #Sample (material) #Sample size determination #Sampling (signal processing) #Set (abstract data type) #Statistics
41. Multiple-Play Stochastic Bandits with Shareable Finite-Capacity Arms
    2022/06/17 by Xuchuang Wang, Wang, Xuchuang, Hong Xie +3 · 1 citation
    Computer Science · Decision Sciences · Engineering · Mathematics · #Advanced Bandit Algorithms Research #Base (topology) #Cognitive Radio Networks and Spectrum Sensing #Computer science #Distribution (mathematics) #Estimator #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine learning #Mathematical optimization #Mathematics #Regret #Sample (material) #Smart Grid Energy Management #Statistics #Upper and lower bounds
42. PM2.5 air pollution exposure and nonalcoholic fatty liver disease in the Nationwide Inpatient Sample
    2022/06/07 by Trang VoPham, Nicole J. Kim, Kristin Berry +3 · 25 citations
    Chemistry · Environmental Science · Medicine · #Air Quality and Health Impacts #Air pollution #Biology #Chemistry #Chromatography #Climate Change and Health Impacts #Disease #Environmental chemistry #Environmental health #Environmental science #Fatty liver #Internal medicine #Liver Disease Diagnosis and Treatment #Medicine #Nonalcoholic fatty liver disease #Pollution #Sample (material)
43. Situational factors shape moral judgements in the trolley dilemma in Eastern, Southern and Western countries in a culturally diverse sample
    2022/04/14 by Bence Bago, Bence Bagó, Marton Kovacs +293 · 15 citations
    Decision Sciences · Neuroscience · Psychology · #Anthropology #Criminology #Cultural Differences and Values #Cultural diversity #Dilemma #Epistemology #Ethics in Business and Education #Moral dilemma #Psychology #Psychology of Moral and Emotional Judgment #Sample (material) #Situational ethics #Social psychology #Sociology
44. 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)
45. Confidence Intervals of Treatment Effects in Panel Data Models with Interactive Fixed Effects
    2022/02/24 by Xingyu Li, Li, Xingyu, Yan Shen +3 · 2 citations
    Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #CDF-based nonparametric confidence interval #Confidence and prediction bands #Confidence distribution #Confidence interval #Coverage probability #Econometrics #Econometrics (econ.EM) #FOS: Economics and business #Mathematics #Panel data #Robust confidence intervals #Sample (material) #Sample size determination #Spatial and Panel Data Analysis #Statistics
46. Considerations and best practices in animal science 16S ribosomal RNA gene sequencing microbiome studies
    2022/02/01 by Margaret D. Weinroth, Margaret D Weinroth, Aeriel D. Belk +27 · 30 citations
    Biochemistry, Genetics and Molecular Biology · #Artificial intelligence #Bioinformatics #Biology #Computational biology #Computer science #DNA sequencing #Data science #Ecology #Gene #Genetics #Genomics and Phylogenetic Studies #Gut microbiota and health #Identification (biology) #Metagenomics #Microbial ecology #Microbiome #Molecular Biology Techniques and Applications #Pooling #Ribosomal RNA #Sample (material)
47. Hashing It Out: A Survey of Programmers' Cannabis Usage, Perception, and Motivation
    2021/12/17 by Madeline Endres, Kevin Boehnke, Kevin F. Boehnke +4 · 3 voices
    Computer Science · Psychology · #Advanced Malware Detection Techniques #Artificial intelligence #Brainstorming #Cannabis #Computer science #Perception #Programming language #Psychiatry #Psychology #Sample (material) #Software #Software Engineering Research
48. Sample Efficient Model Evaluation
    2021/09/24 by Emine Yılmaz, Yilmaz, Emine, Peter Hayes +7 · 1 citation
    Chemistry · Computer Science · #Algorithms and Data Compression #Chemistry #Chromatography #Computer science #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Sample (material)
49. Integrated community occupancy models: A framework to assess occurrence\n and biodiversity dynamics using multiple data sources
    2021/09/04 by Jeffrey W. Doser, Wendy Leuenberger, Doser, Jeffrey W. +7 · 1 citation
    Computer Science · Environmental Science · #Biodiversity #Biology #Computer science #Data Analysis with R #Ecology #Environmental resource management #Environmental science #FOS: Biological sciences #Geography #Occupancy #Populations and Evolution (q-bio.PE) #Quantitative Methods (q-bio.QM) #Sample (material) #Species Distribution and Climate Change #Wildlife #Wildlife Ecology and Conservation
50. Where do Models go Wrong? Parameter-Space Saliency Maps for\n Explainability
    2021/08/03 by R. V. Levin, Roman Levin, Manli Shu +10 · 1 voice · 1 citation
    Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Algorithm #Artificial intelligence #Artificial neural network #Computer science #Explainable Artificial Intelligence (XAI) #Image (mathematics) #Machine Learning in Healthcare #Mathematics #Parameter space #Pattern recognition (psychology) #Physics #Pruning #Saliency map #Salient #Sample (material) #Space (punctuation) #Statistics
51. Current-account breaks and stability spells in a global perspective
    2021/07/06 by Alfonso Camba-Crespo, José García‐Solanes, Fernando Torrejón‐Flores · 1 citation
    Economics, Econometrics and Finance · Mathematics · Psychology · #Global Financial Crisis and Policies #Monetary Policy and Economic Impact #Banking stability, regulation, efficiency #Economics #Current account #Originality #Stability (learning theory) #Econometrics #Perspective (graphical) #Structural break #Sample (material) #Value (mathematics) #Per capita #Exchange rate #Macroeconomics #Statistics #Mathematics #Psychology #Computer science
52. From bedside to bench—practical considerations to avoid pre-analytical pitfalls and assess sample quality for high-resolution metabolomics and lipidomics analyses of body fluids
    2021/06/22 by Rainer Lehmann · 1 citation
    Biochemistry, Genetics and Molecular Biology · Chemistry · Engineering · Medicine · #Analytical Chemistry (journal) #Artificial intelligence #Bench to bedside #Biochemical engineering #Body Composition Measurement Techniques #Chemistry #Chromatography #Clinical Laboratory Practices and Quality Control #Computer science #Engineering #Lipidomics #Medical physics #Medicine #Metabolomics #Metabolomics and Mass Spectrometry Studies #Process engineering #Quality (philosophy) #Resolution (logic) #Sample (material)
53. Students’ Civic Online Reasoning: A National Portrait
    2021/05/26 by Joel Breakstone, Mark Smith, Mark D. Smith +6 · 13 citations
    Psychology · Social Sciences · #Computer science #Credibility #Demography #Educational Strategies and Epistemologies #Geography #Impact of Technology on Adolescents #Page view #Political science #Portrait #Psychology #Sample (material) #Social Media and Politics #Social psychology #Socioeconomic status #Sociology #The Internet
54. A small change revolution. Weight systems and the emergence of the first Pan-European money
    2021/04/15 by Nicola Ialongo, Giancarlo Lago · 1 citation
    Earth and Planetary Sciences · Arts and Humanities · Mathematics · Psychology · #Archaeology and ancient environmental studies #Ancient Near East History #Bronze Age #Currency #Independence (probability theory) #Sample (material) #Order (exchange) #Balance (ability) #Test (biology) #Economy #Geography #Economics #Archaeology #Statistics #Monetary economics #Mathematics #Psychology
55. The Diminishing Value of Representing the Disadvantaged: Between Group Representation and Individual Career Paths
    2021/02/22 by Stefanie Bailer, Christian Breunig, Nathalie Giger +1 · 14 citations
    Business, Management and Accounting · Social Sciences · #Computer science #Credibility #Disadvantaged #Electoral Systems and Political Participation #Gender Politics and Representation #Law #Legislature #Parliament #Perspective (graphical) #Political Influence and Corporate Strategies #Political science #Public administration #Public relations #Representation (politics) #Sample (material)
56. Self-learning growth simulator for modelling forest stand dynamics in changing conditions
    2021/02/10 by Timo Pukkala, Jari Vauhkonen, Kari T Korhonen +2 · 4 citations
    Agricultural and Biological Sciences · Engineering · Environmental Science · Mathematics · #Agroforestry #Artificial intelligence #Calibration #Computer science #Engineering #Environmental science #Forest Ecology and Biodiversity Studies #Forest ecology and management #Forest inventory #Forest management #Forestry #Geography #Mathematics #Process (computing) #Range (aeronautics) #Remote Sensing and LiDAR Applications #Remote sensing #Sample (material) #Set (abstract data type) #Simulation #Simulation modeling #Statistics #System dynamics #Thinning #Tree (set theory)
57. If Loud Aliens Explain Human Earliness, Quiet Aliens Are Also Rare
    2021/02/01 by Robin Hanson, Daniel Martin, Calvin McCarter +1 · 4 voices · 4 citations
    Earth and Planetary Sciences · Medicine · Physics and Astronomy · #Astronomy #Astrophysics #Biology #Computer science #Earth Systems and Cosmic Evolution #Evolutionary biology #Galaxy #History #Physics #QUIET #Sample (material) #Set (abstract data type) #Space Science and Extraterrestrial Life #Spaceflight effects on biology
58. Testing the Waters: Behavior across Participant Pools
    2021/01/28 by Erik Snowberg, Leeat Yariv · 23 citations
    Computer Science · Decision Sciences · Mathematics · Psychology · Social Sciences · #Amazon rainforest #Biology #Cartography #Computer science #Decision-Making and Behavioral Economics #Demography #Ecology #Experimental Behavioral Economics Studies #Geography #Leverage (statistics) #Mathematics #Mobile Crowdsensing and Crowdsourcing #Physics #Population #Psychology #Sample (material) #Scale (ratio) #Set (abstract data type) #Sociology #Statistics
59. Parsimonious Bayesian Factor Analysis for modelling latent structures in spectroscopy data
    2021/01/29 by Alessandro Casa, Casa, Alessandro, Tom F. O’Callaghan +3 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Chemistry · Engineering · Mathematics · #Advanced Chemical Sensor Technologies #Animal science #Applications (stat.AP) #Bayesian probability #Biology #Chemistry #Chemometrics #Cluster analysis #Computer science #Curse of dimensionality #Dairy cattle #Econometrics #FOS: Computer and information sciences #Factor analysis #Latent variable #Machine learning #Mathematics #Methodology (stat.ME) #Principal component analysis #Sample (material) #Spectroscopy Techniques in Biomedical and Chemical Research #Spectroscopy and Chemometric Analyses #Statistics
60. Differential Privacy Meets Federated Learning under Communication Constraints
    2021/01/28 by Nima Mohammadi, Mohammadi, Nima, Jianan Bai +9 · 4 citations
    Computer Science · Mathematics · #Artificial intelligence #Communications system #Computer network #Computer science #Computer security #Cryptography and Data Security #Data mining #Differential privacy #Distributed #Distributed learning #FOS: Computer and information sciences #Federated learning #Information privacy #Machine Learning (cs.LG) #Machine learning #Mathematics #Overhead (engineering) #Parallel #Privacy-Preserving Technologies in Data #Reduction (mathematics) #Sample (material) #Stochastic Gradient Optimization Techniques #Variance (accounting) #and Cluster Computing (cs.DC)

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