31. A causal framework for the drivers of animal social network structure
    2025/09/08 by Ben Kawam, Julia Ostner, Richard McElreath +2 · 1 voice · 2 citations
    Agricultural and Biological Sciences · Psychology · Social Sciences · #Animal Behavior and Reproduction #Bayesian network #Bayesian probability #Causal inference #Causal model #Causal structure #Estimator #Evolutionary Game Theory and Cooperation #Inference #Primate Behavior and Ecology #Set (abstract data type) #Statistical inference #Workflow
32. The Perils of Omitting Omissions when Modeling Evidence Accumulation
    2025/09/07 by Xiamin Leng, Alexander Fengler, Amitai Shenhav +1 · 1 voice · 1 citation
    Computer Science · Decision Sciences · Medicine · #Class (philosophy) #Constant (computer programming) #Data-Driven Disease Surveillance #Explainable Artificial Intelligence (XAI) #Inference #Meta-analysis and systematic reviews #Process (computing) #Relation (database) #Reliability (semiconductor) #Sampling (signal processing) #Statistical inference
33. Advancing causal inference in ecology: Pathways for biodiversity change detection and attribution
    2025/09/04 by Franziska Schrodt, Miriam Beck, Joaquim Estopinan +16 · 1 voice · 3 citations
    Computer Science · Environmental Science · Mathematics · Psychology · #Advanced Causal Inference Techniques #Artificial intelligence #Attribution #Bayesian Modeling and Causal Inference #Biodiversity #Biology #Causal inference #Climate change #Computer science #Ecology #Econometrics #Environmental change #Environmental resource management #Environmental science #Geography #Inference #Mathematics #Psychology #Species Distribution and Climate Change
34. Robust and accurate Bayesian inference of genome-wide genealogies for hundreds of genomes
    2025/09/01 by Yun Deng, Rasmus Nielsen, Yun S. Song · 1 voice · 16 citations
    Biochemistry, Genetics and Molecular Biology · #Bayes' theorem #Bayesian inference #Bayesian probability #Genetic diversity and population structure #Genome #Genomics #Genomics and Phylogenetic Studies #Identity by descent #Inference #Introgression #Population #RNA and protein synthesis mechanisms #Robustness (evolution)
35. L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit
    2025/08/31 by Boqin Yuan, Wang, Ziqi, Ziqi Wang +1 · 5 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Benchmark (surveying) #Blueprint #Inference #Multi-Agent Systems and Negotiation #Preference #Scalability #Toolbox #Topic Modeling #Work (physics) #Workflow #cs.AI #cs.CL
36. Adaptive LLM Routing under Budget Constraints
    2025/08/28 by Pranoy Panda, Panda, Pranoy, Raghav Magazine +7 · 17 voices · 3 citations
    Computer Science · #Contrast (vision) #Embedding #Inference #Knapsack problem #Mobile Crowdsensing and Crowdsourcing #Multimodal Machine Learning Applications #Online learning #Preference #Routing (electronic design automation) #Space (punctuation) #Topic Modeling #cs.LG
37. Simulation-Based Inference: A Practical Guide
    2025/08/18 by Michael Deistler, Jan Boelts, Deistler, Michael +27 · 3 voices · 16 citations
    Computer Science · Decision Sciences · Mathematics · #Artificial neural network #Bayesian inference #Causal inference #Frequentist inference #Inference #Process (computing) #Simulation Techniques and Applications #Suite #Workflow #cs.LG #stat.ML
38. Estimating allele frequencies, ancestry proportions and genotype likelihoods in the presence of mapping bias
    2025/07/30 by Torsten Günther, Amy Goldberg, Joshua G. Schraiber · 2 voices · 3 citations
    Biochemistry, Genetics and Molecular Biology · Mathematics · #1000 Genomes Project #Allele #Allele frequency #Artificial intelligence #Biology #Computational biology #Computer science #Evolution and Genetic Dynamics #Evolutionary biology #Gene #Genetic Associations and Epidemiology #Genetic diversity and population structure #Genetics #Genotype #Inference #Mathematics #Population #Selection (genetic algorithm) #Single-nucleotide polymorphism #Statistics
39. Real-time, multi-pathogen wastewater genomic surveillance with Freyja 2
    2025/07/27 by Joshua I. Levy, Praneeth Gangavarapu, Dylan Pilz +17 · 1 voice · 1 citation
    Biochemistry, Genetics and Molecular Biology · Engineering · Environmental Science · Medicine · #Adaptability #Artificial intelligence #Bacteriophages and microbial interactions #Biology #Biosensors and Analytical Detection #Computational biology #Computer science #Disease #Ecology #Environmental health #Gene #Genetics #Genomics and Phylogenetic Studies #Infectious disease (medical specialty) #Inference #Lineage (genetic) #Medicine #Pathogen #Population #Robustness (evolution)
40. Archaic ancestry inference in imputed ancient human genomes
    2025/07/24 by Marco Rosario Capodiferro, Léo Planche, Emily M. Breslin +5 · 1 voice · 1 citation
    Biochemistry, Genetics and Molecular Biology · Mathematics · #1000 Genomes Project #Ancient DNA #Artificial intelligence #Biology #Computer science #Demography #Evolutionary biology #Forensic and Genetic Research #Gene #Genealogy #Genetic genealogy #Genetics #Genome #Genotype #Geography #History #Imputation (statistics) #Inference #Mathematics #Missing data #Population #Single-nucleotide polymorphism #Sociology #Statistics
41. ASTER: A Package for Large-Scale Phylogenomic Reconstructions
    2025/07/16 by Chao Zhang, Rasmus Nielsen, Siavash Mirarab · 1 voice · 28 citations
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · Mathematics · #Advanced Spaceborne Thermal Emission and Reflection Radiometer #Artificial intelligence #Biology #Chromosomal and Genetic Variations #Combinatorics #Computational biology #Computational science #Computer network #Computer science #Database #Gene #Genetic diversity and population structure #Genetics #Genome #Genomics and Phylogenetic Studies #Geography #Inference #Mathematics #Network topology #Phylogenetic tree #Phylogenomics #R package #Remote sensing #Scalability #Tree (set theory)
42. BEAST X for Bayesian phylogenetic, phylogeographic and phylodynamic inference
    2025/07/07 by Guy Baele, Xiang Ji, Gabriel W. Hassler +8 · 2 voices · 49 citations
    Biochemistry, Genetics and Molecular Biology · Earth and Planetary Sciences · #Artificial intelligence #Bayesian inference #Bayesian probability #Biology #Coalescent theory #Computational biology #Computer science #Evolution and Paleontology Studies #Evolutionary biology #Genetic diversity and population structure #Genetics #Genomics and Phylogenetic Studies #Inference #Leverage (statistics) #Machine learning #Molecular clock #Phylogenetic tree #Phylogenetics
43. Rapid and Safe Trajectory Planning over Diverse Scenes through Diffusion Composition
    2025/07/06 by Wule Mao, Mao, Wule, Zhouheng Li +7 · 2 citations
    Computer Science · Engineering · #Autonomous Vehicle Technology and Safety #Collision avoidance #Human Motion and Animation #Inference #Motion planning #Pipeline (software) #Planner #Robotic Path Planning Algorithms #Trajectory #cs.RO #cs.SY #eess.SY
44. Rethinking Visual Token Reduction in LVLMs Under Cross-Modal Misalignment
    2025/06/27 by Rui Xu, Xu, Rui, Yunke Wang +5 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #ENCODE #Encoder #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Inference #Language model #Multimodal Machine Learning Applications #Reduction (mathematics) #Redundancy (engineering) #Scalability #Security token #Visualization
45. KG-TRACES: Enhancing Large Language Models with Knowledge Graph-constrained Trajectory Reasoning and Attribution Supervision
    2025/06/01 by Rong Wu, Wu, Rong, Pinlong Cai +13 · 3 citations
    Computer Science · #Analytic reasoning #Artificial Intelligence (cs.AI) #Causal reasoning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Inference #Model-based reasoning #Natural Language Processing Techniques #Opportunistic reasoning #Psychology of reasoning #Qualitative reasoning #Reasoning system #Semantic Web and Ontologies #Topic Modeling #Verbal reasoning
46. Learning MMSE Filters for OFDM Channel Estimation: Attention Transformer Gains at Linear Inference
    2025/05/31 by T.T. Ha, TaeJun Ha, Ha, TaeJun +9 · 2 citations
    Computer Science · Engineering · Mathematics · #Advanced Adaptive Filtering Techniques #Advanced Wireless Communication Techniques #Artificial neural network #Blind Source Separation Techniques #Channel (broadcasting) #Computational complexity theory #Encoder #Filter (signal processing) #Inference #Minimum mean square error #Orthogonal frequency-division multiplexing #Range (aeronautics) #cs.AI #eess.SP #stat.ML
47. Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding
    2025/05/28 by Chengyue Wu, Hao Zhang, Wu, Chengyue +15 · 5 voices · 146 citations
    Computer Science · Social Sciences · #Autoregressive model #Cache #Computational and Text Analysis Methods #Decoding methods #Degradation (telecommunications) #Diffusion #Generative Adversarial Networks and Image Synthesis #Inference #Key (lock) #Security token #Topic Modeling
48. Pangu Pro MoE: Mixture of Grouped Experts for Efficient Sparsity
    2025/05/27 by Yehui Tang, Tang, Yehui, Xiaosong Li +45 · 22 voices · 5 citations
    Computer Science · #Big Data and Digital Economy #Expert system #Inefficiency #Inference #Mobile Crowdsensing and Crowdsourcing #Selection (genetic algorithm) #Topic Modeling #Workload #cs.CL
49. Prismatic Synthesis: Gradient-based Data Diversification Boosts Generalization in LLM Reasoning
    2025/05/26 by Jaehun Jung, Seungju Han, Jung, Jaehun +17 · 12 citations
    Engineering · #Entropy (arrow of time) #Generalization #Heuristics #Inference #Metric (unit) #Overfitting #Proxy (statistics) #Reservoir Engineering and Simulation Methods #Synthetic data #Test data
50. BitNet b1.58 2B4T Technical Report
    2025/04/16 by Shuming Ma, Ma, Shuming, Hongyu Wang +14 · 10 voices · 20 citations
    Computer Science · #Advanced Neural Network Applications #Big Data and Digital Economy #Coding (social sciences) #Decoding methods #Face (sociological concept) #Implementation #Inference #Language model #Natural Language Processing Techniques #cs.CL #cs.LG
51. 70% Size, 100% Accuracy: Lossless LLM Compression for Efficient GPU Inference via Dynamic-Length Float (DFloat11)
    2025/04/15 by Tianyi Zhang, Zhang, Tianyi, Mohsen Hariri +11 · 17 voices · 8 citations
    Computer Science · #Big Data and Digital Economy #Data compression #Entropy (arrow of time) #Inference #Kernel (algebra) #Lossless compression #Lossy compression #Natural Language Processing Techniques #Parallel Computing and Optimization Techniques #Throughput #Uncompressed video
52. An Introduction to Double/Debiased Machine Learning
    2025/04/11 by Achim Ahrens, Victor Chernozhukov, Ahrens, Achim +10 · 2 voices · 6 citations
    Computer Science · #Code (set theory) #Function (biology) #Inference #Machine Learning and Data Classification #Nuisance #Nuisance parameter #Stability (learning theory)
53. Inference-Time Scaling for Generalist Reward Modeling
    2025/04/03 by Zijun Liu, Liu, Zijun, Peiyi Wang +16 · 18 voices · 136 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #Face (sociological concept) #Flexibility (engineering) #Generative model #Inference #Interpretability #Key (lock) #Machine Learning in Healthcare #Process (computing) #Reinforcement learning #Scalability #Topic Modeling
54. MVDRAM: Enabling GeMV Execution in Unmodified DRAM for Low-Bit LLM Acceleration
    2025/03/31 by Tatsuya Kubo, Kubo, Tatsuya, Daichi Tokuda +11 · 14 voices · 1 citation
    Computer Science · Engineering · #Bottleneck #Dram #Efficient energy use #Energy consumption #Ferroelectric and Negative Capacitance Devices #Inference #Latency (audio) #Low-power high-performance VLSI design #Parallel Computing and Optimization Techniques #Pipeline (software) #Speedup #cs.AR #cs.DC
55. Adaptive Group Policy Optimization: Towards Stable Training and Token-Efficient Reasoning
    2025/03/20 by Li Chen, Li, Chen, Kai Yang +2 · 13 citations
    Computer Science · #Computation and Language (cs.CL) #Core (optical fiber) #FOS: Computer and information sciences #Group (periodic table) #Inference #Multi-Agent Systems and Negotiation #Security token #Stability (learning theory) #Training (meteorology)
56. Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
    2025/03/12 by Bowen Jin, Hansi Zeng, Jin, Bowen +14 · 14 voices · 616 citations
    Computer Science · #Code (set theory) #Inference #Information Retrieval and Search Behavior #Language model #Leverage (statistics) #Masking (illustration) #Natural Language Processing Techniques #Reinforcement learning #Search engine #Security token #Topic Modeling #cs.AI #cs.CL #cs.IR
57. Quality In, Quality Out: Investigating Training Data's Role in AI Code Generation
    2025/03/14 by Cristina Improta, Improta, Cristina, Rosalia Tufano +7 · 4 citations
    Computer Science · #Advanced Malware Detection Techniques #Code (set theory) #Code generation #FOS: Computer and information sciences #Inference #Python (programming language) #Quality (philosophy) #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques #Software quality #Source code #Training set
58. PLRD: Partially Linear Regression Discontinuity Inference
    2025/03/12 by Aditya Ghosh, Guido Imbens, Guido W. Imbens +4 · 2 voices · 2 citations
    Decision Sciences · Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Confidence interval #Discontinuity (linguistics) #Forecasting Techniques and Applications #Inference #Linear regression #Proper linear model #Regression #Regression analysis #Regression discontinuity design #Smoothness #Statistical Methods and Inference #econ.EM #stat.ME
59. Purported quantitative support for multiple introductions of SARS-CoV-2 into humans is an artefact of an imbalanced hypothesis testing framework
    2025/02/27 by Angus McCowan, McCowan, Angus · 5 voices · 1 citation
    Biochemistry, Genetics and Molecular Biology · Mathematics · Medicine · #Alternative hypothesis #COVID-19 Clinical Research Studies #COVID-19 epidemiological studies #Inference #SARS-CoV-2 and COVID-19 Research #Statistical hypothesis testing #Test (biology) #q-bio.QM
60. Improving Consistency in Large Language Models through Chain of Guidance
    2025/02/21 by Harsh Raj, Raj, Harsh, Vipul Gupta +5 · 1 voice · 7 citations
    Computer Science · #Causal chain #Chain (unit) #Consistency (knowledge bases) #Dimension (graph theory) #Generalization #Inference #Natural Language Processing Techniques #Semantics (computer science) #Topic Modeling #Trustworthiness #Voting #cs.CL

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