1. Saddle-to-Saddle Dynamics Explains A Simplicity Bias Across Neural Network Architectures
   2025/12/23 by Yedi Zhang, Andrew Saxe, Zhang, Yedi +3 · 2 voices · 3 citations
   Computer Science · #Artificial neural network #Class (philosophy) #Convolutional neural network #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis #Gradient descent #Initialization #Invariant (physics) #Simplicity #Stochastic Gradient Optimization Techniques
2. Chimère Ω — blueprint for a physico-cognitively inspired local-first LLM runtime
   2025/11/11 by Randall Balestriero, Yann LeCun, Balestriero, Randall +1 · 14 voices · 39 citations
   Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #Gaussian #Heuristic #Heuristics #Ideal (ethics) #Scalability #Simplicity #Stability (learning theory) #cs.AI #cs.CV #cs.LG #stat.ML
3. The compositional nature of number concepts: Insights from number frequencies
   2025/06/25 by Maxence Pajot, Mathias Sablé-Meyer, Stanislas Dehaene · 1 voice · 4 citations
   Mathematics · Psychology · #Algebraic number #Arithmetic #Artificial intelligence #Child and Animal Learning Development #Cognitive and developmental aspects of mathematical skills #Combinatorics #Computer science #Frequency #Grammar #Linguistics #Mathematics #Multiplication (music) #Physics #Principle of compositionality #Psychology #Reading and Literacy Development #Representation (politics) #Simplicity #Statistics
4. Simplicity Level Estimate (SLE): A Learned Reference-Less Metric for Sentence Simplification
   2023/10/12 by Liam Cripwell, Cripwell, Liam, Joël Legrand +3 · 2 citations
   Computer Science · Engineering · Mathematics · Psychology · #Artificial intelligence #Computation and Language (cs.CL) #Computer science #Conflation #Engineering #FOS: Computer and information sciences #Fluency #Linguistics #Machine learning #Mathematics #Meaning (existential) #Metric (unit) #Natural Language Processing Techniques #Natural language processing #Psychology #Quality (philosophy) #Sentence #Simplicity #Text Readability and Simplification
5. TimeGPT-1
   2023/10/05 by Azul Garza, Garza, Azul, Cristian Challu +3 · 2 voices · 50 citations
   Computer Science · Decision Sciences · #Anomaly Detection Techniques and Applications #Artificial intelligence #Computer science #Deep learning #Foundation (evidence) #Inference #Machine learning #Scale (ratio) #Series (stratigraphy) #Simplicity #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
6. Towards a Unified Multidimensional Explainability Metric: Evaluating Trustworthiness in AI Models
   2023/06/01 by Georgios Makridis, Georgios Fatouros, Athanasios Kiourtis +4 · 1 citation
   Computer Science · Decision Sciences · #Adversarial Robustness in Machine Learning #Artificial intelligence #Benchmarking #Computer science #Context (archaeology) #Data mining #Domain (mathematical analysis) #Explainable Artificial Intelligence (XAI) #Fidelity #Field (mathematics) #Leverage (statistics) #Machine learning #Metric (unit) #Scientific Computing and Data Management #Simplicity #Stability (learning theory) #Trustworthiness
7. VanillaNet: the Power of Minimalism in Deep Learning
   2023/05/22 by Hanting Chen, Chen, Hanting, Yunhe Wang +5 · 1 voice · 6 citations
   Computer Science · Engineering · Medicine · Neuroscience · #Advanced Neural Network Applications #Architecture #Artificial intelligence #Artificial neural network #COVID-19 diagnosis using AI #Computer science #Deep learning #EEG and Brain-Computer Interfaces #Engineering #Human–computer interaction #Minimalism (technical communication) #Simplicity #Software engineering #Transformer
8. From maximum force to physics in 9 lines and towards relativistic quantum gravity
   2022/07/31 by Christoph Schiller · 2 voices
   Mathematics · Physics and Astronomy · #Black Holes and Theoretical Physics #Classical mechanics #Consistency (knowledge bases) #Cosmology and Gravitation Theories #Elementary particle #Fundamental interaction #General relativity #Geometry #Gravitation #Internal consistency #Lagrangian #Mathematics #Motion (physics) #Noncommutative and Quantum Gravity Theories #Physics #Quantum #Quantum gravity #Quantum mechanics #Simplicity #Theoretical physics #Theory of relativity
9. Efficient Algorithms for Extreme Bandits
   2022/03/21 by Dorian Baudry, Baudry, Dorian, Yoan Russac +3 · 1 citation
   Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Algorithm #Commit #Computer science #Econometrics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Mathematical optimization #Mathematics #Maxima #Quantile #Reduction (mathematics) #Simplicity #cs.LG
10. Do not rug on me: Zero-dimensional Scam Detection
    2022/01/16 by Bruno Mazorra, Mazorra, Bruno, Victor Adan +3 · 1 voice
    Computer Science · Economics, Econometrics and Finance · #Algorithm #Artificial intelligence #Blockchain Technology Applications and Security #Computer science #Computer security #Finance #Heuristics #Listing (finance) #Machine learning #Operating system #Overhead (engineering) #Protocol (science) #Security token #Set (abstract data type) #Simplicity #Verifiable secret sharing #cs.CR #cs.LG #q-fin.ST
11. Design Guideline for Hydropower Plants Using One or Multiple Archimedes Screws
    2021/11/25 by Arash YoosefDoost, William David Lubitz · 1 citation
    Engineering · #Cavitation Phenomena in Pumps #Water Systems and Optimization #Hydraulic flow and structures #Hydropower #Computer science #Generator (circuit theory) #Small hydro #Range (aeronautics) #Simplicity #Systems engineering #Civil engineering #Engineering #Power (physics) #Construction engineering #Engineering drawing #Electrical engineering
12. Sanity Simulations for Saliency Methods
    2021/05/13 by Joon Sik Kim, Kim, Joon Sik, Gregory Plumb +3 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Neural Network Applications #Artificial intelligence #Benchmarking #Cell Image Analysis Techniques #Class (philosophy) #Computer science #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Feature (linguistics) #Ground truth #Machine Learning (cs.LG) #Machine learning #Pixel #Simplicity #Suite
13. Policy Learning With Observational Data
    2021/01/01 by Susan Athey, Stefan Wager · 61 citations
    Mathematics · #Advanced Causal Inference Techniques #Artificial intelligence #Causal inference #Computer science #Econometrics #Estimator #Instrumental variable #Leverage (statistics) #Machine learning #Mathematical optimization #Mathematics #Observable #Observational equivalence #Observational study #Regret #Selection (genetic algorithm) #Set (abstract data type) #Simplicity #Statistical Methods and Inference #Statistical Methods in Clinical Trials #Statistics #Variety (cybernetics)
14. Simplicity of tensor products of Kirillov--Reshetikhin modules: nonexceptional affine and G types
    2019/10/23 by Se‐jin Oh, Oh, Se-jin, Travis Scrimshaw +1 · 1 citation
    Mathematics · Physics and Astronomy · Psychology · #16T25 #17B37 #17B65 #81R50 #Advanced Topics in Algebra #Affine transformation #Algebra over a field #Algebraic structures and combinatorial models #Computer science #Epistemology #FOS: Mathematics #Mathematics #Nonlinear Waves and Solitons #Philosophy #Psychology #Pure mathematics #Quantum Algebra (math.QA) #Representation Theory (math.RT) #Simplicity #Tensor (intrinsic definition) #Tensor product
15. “The Ugly American: Peeling the Onion of an Iconic Cold War Text”
    2019/02/13 by Daniel Immerwahr · 1 citation
    Social Sciences · #Aesthetics #Agency (philosophy) #Art #Asian American and Pacific Histories #Cold war #Communism #Covert #Epistemology #History #Japanese History and Culture #Law #Media studies #Peasant #Philosophy #Political science #Politics #Simplicity #Social science #Sociology #Vietnamese History and Culture Studies
16. Review: a comprehensive summary of a decade development of the recombinase polymerase amplification
    2018/11/14 by Jia Li, Joanne Macdonald, Felix von Stetten · 28 citations
    Biochemistry, Genetics and Molecular Biology · Engineering · #Advanced biosensing and bioanalysis techniques #Biochemical engineering #Biology #Biosensors and Analytical Detection #Business #Computational biology #Computer science #DNA #Engineering #Genetics #Innovative Microfluidic and Catalytic Techniques Innovation #Limiting #Loop-mediated isothermal amplification #Materials science #Nanotechnology #Nucleic acid #Physics #Polymerase #Recombinase Polymerase Amplification #Risk analysis (engineering) #Simplicity
17. Robustness and Idealizations in Agent-Based Models of Scientific Interaction
    2018/07/04 by Daniel Frey, Dunja Šešelja · 4 citations
    Economics, Econometrics and Finance · Physics and Astronomy · Psychology · Social Sciences · #Complex Systems and Time Series Analysis #Computer science #Context (archaeology) #Economics #Epistemology #Evolutionary Game Theory and Cooperation #Idealization #Management science #Opinion Dynamics and Social Influence #Philosophy #Physics #Psychology #Robustness (evolution) #Simplicity #Social connectedness #Social psychology
18. On Acceleration with Noise-Corrupted Gradients
    2018/05/31 by Michael B. Cohen, Cohen, Michael B., Jelena Diakonikolas +3 · 1 citation
    Computer Science · Engineering · Mathematics · #Acceleration #Algorithm #Artificial intelligence #Computer science #Convergence (economics) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Generality #Machine Learning and ELM #Machine learning #Noise (video) #Optimization and Control (math.OC) #Physics #Scale (ratio) #Simplicity #Sparse and Compressive Sensing Techniques #Stability (learning theory) #Stochastic Gradient Optimization Techniques #Variance (accounting) #cs.DS #math.OC
19. When Textbook RSA is Used to Protect the Privacy of Hundreds of Millions of Users
    2018/02/09 by Jeffrey Knockel, Knockel, Jeffrey, Thomas Ristenpart +4 · 2 voices
    Computer Science · #Advanced Malware Detection Techniques #China #Computer science #Computer security #Cryptography #Internet Traffic Analysis and Secure E-voting #Internet privacy #Network Security and Intrusion Detection #Political science #Security and Verification in Computing #Simplicity #Spam and Phishing Detection #State (computer science) #World Wide Web #cs.CR
20. Mechanical Computing Systems Using Only Links and Rotary Joints
    2018/01/10 by Ralph C. Merkle, Robert A. Freitas Jr., Robert A. Freitas +5 · 3 voices · 5 citations
    Computer Science · Engineering · Physics and Astronomy · #Advanced Memory and Neural Computing #Algorithm #Artificial intelligence #Computation #Computational science #Computer engineering #Computer science #Control engineering #Engineering #Implementation #Mechanical and Optical Resonators #Mechanical system #Molecular Junctions and Nanostructures #Programming language #Simplicity #Turing machine #cs.AR #cs.ET
21. The hidden simplicity of subduction megathrust earthquakes
    2017/09/21 by Men‐Andrin Meier, Jean‐Paul Ampuero, Thomas H. Heaton · 1 citation
    Earth and Planetary Sciences · Computer Science · Mathematics · #earthquake and tectonic studies #Seismology and Earthquake Studies #Earthquake Detection and Analysis #Seismology #Subduction #Scaling #Energy (signal processing) #Geology #Earthquake warning system #Earthquake prediction #Scaling law #Simplicity #Warning system #Computer science #Statistics #Physics #Mathematics
22. Fundamental Theorems of Evolution
    2017/02/28 by David C. Queller · 29 citations
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · Mathematics · Social Sciences · #Applied mathematics #Artificial intelligence #Biology #Computer science #Econometrics #Epistemology #Evolution and Genetic Dynamics #Evolutionary Game Theory and Cooperation #Evolutionary biology #Fixed-point theorem #Focus (optics) #Fundamental theorem #Mathematical economics #Mathematics #Natural selection #Physics #Plant and animal studies #Price equation #Pure mathematics #Scope (computer science) #Selection (genetic algorithm) #Set (abstract data type) #Simplicity #Social evolution
23. A History of Intravenous Anesthesia in War (1656-1988)
    2015/11/11 by Matthew Roberts, Matthew J. Roberts, S Jagdish +1 · 1 citation
    Arts and Humanities · Medicine · Neuroscience · #Ancient history #Anesthesia #Anesthesia and Neurotoxicity Research #Anesthetic #Battle #Cardiac, Anesthesia and Surgical Outcomes #History #Medical History and Innovations #Medicine #Simplicity
24. The symmetry and simplicity of the laws of physics and the Higgs boson
    2014/10/24 by Juan Maldacena, Maldacena, Juan · 2 voices
    Economics, Econometrics and Finance · Mathematics · Physics and Astronomy · #Analogy #Boson #Cosmology and Gravitation Theories #Economic Theory and Policy #Elementary particle #Epistemology #Geometry #Higgs boson #Higgs field #Higgs mechanism #Homogeneous space #Mathematics #Particle physics #Philosophy #Physics #Quantum mechanics #Relativity and Gravitational Theory #Simplicity #Spontaneous symmetry breaking #Symmetry (geometry) #Symmetry breaking #Theoretical physics #hep-ex #hep-lat #hep-ph #hep-th #physics.pop-ph
25. Thermoelectric Tin Selenide: The Beauty of Simplicity
    2014/07/14 by Hao Zhang, Dmitri V. Talapin · 1 citation
    Materials Science · Engineering · #Advanced Thermoelectric Materials and Devices #Chalcogenide Semiconductor Thin Films #Heusler alloys: electronic and magnetic properties #Thermoelectric effect #Thermoelectric materials #Anharmonicity #Materials science #Figure of merit #Thermoelectric generator #Selenide #Engineering physics #Simplicity #Thermal conductivity #Optoelectronics #Lattice vibration #Nanotechnology #Condensed matter physics #Physics #Composite material #Phonon #Metallurgy #Thermodynamics #Quantum mechanics
26. Simplicity of heads and socles of tensor products
    2014/04/30 by Seok-Jin Kang, Masaki Kashiwara, Myungho Kim +1 · 4 citations
    Mathematics · #Advanced Operator Algebra Research #Affine transformation #Algebraic structures and combinatorial models #Convolution (computer science) #Quiver #Rings, Modules, and Algebras #Simple (philosophy) #Simple module #Simplicity #Tensor product #Tensor product of algebras #math.RT #msc:16G #msc:17B37 #msc:81R50
27. How to See a Diagram: A Visual Anthropology of Chemical Affinity
    2014/01/01 by Matthew Daniel Eddy · 2 citations
    Arts and Humanities · Medicine · #Appeal #Computer science #Diagram #Epistemology #Historical and Scientific Studies #History of Science and Medicine #History of Science and Natural History #Interpretation (philosophy) #Linguistics #Meaning (existential) #Philosophy #Premise #Simple (philosophy) #Simplicity
28. Model-free control
    2013/05/31 by Michel Fliess, Cédric Join · 23 citations
    Engineering · Mathematics · #Adaptive Control of Nonlinear Systems #Advanced Control Systems Optimization #Control (management) #Control Systems and Identification #Control theory (sociology) #Identification (biology) #PID controller #Power (physics) #Simple (philosophy) #Simplicity #math.OC
29. Curie-Weiss magnet: a simple model of phase transition
    2013/01/31 by M Kochmański, Martin Kochmański, T Paszkiewicz +3 · 1 citation
    Chemistry · Physics and Astronomy · #Advanced Physical and Chemical Molecular Interactions #Correctness #Ferromagnetism #Ising model #Limiting #Magnetic field #Magnetic moment #Phase transition #Simple (philosophy) #Simplicity #Statistical Mechanics and Entropy #Theoretical and Computational Physics #cond-mat.stat-mech
30. Algebraic Collisions
    2012/12/08 by Scott J. Hyslop · 1 citation
    Arts and Humanities · Mathematics · #Algebraic number #Calculus (dental) #Classical mechanics #Collision #Computer science #Differential equation #Epistemology #Historical Philosophy and Science #History and Theory of Mathematics #Interpretation (philosophy) #Mathematical analysis #Mathematics #Motion (physics) #Philosophy #Philosophy of science #Physics #Probability and Statistical Research #Simplicity #Theoretical physics #Theory of equations

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