Bradley C. Love
- Getting aligned on representational alignment
2023/10/18 by Ilia Sucholutsky, Sucholutsky, Ilia, Lukas Muttenthaler +66 · 10 voices · 45 citations
Biochemistry, Genetics and Molecular Biology · Materials Science · Neuroscience · #Bioinformatics and Genomic Networks #Machine Learning in Materials Science #Neural dynamics and brain function #cs.AI #cs.LG #cs.NE #q-bio.NC
- Large language models surpass human experts in predicting neuroscience results
2024/03/04 by Xiaoliang Luo, Akilles Rechardt, Guangzhi Sun +41 · 5 voices · 49 citations
Computer Science · Materials Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Machine Learning in Materials Science
- Variability in the analysis of a single neuroimaging dataset by many teams
2020/05/20 by Rotem Botvinik‐Nezer, Rotem Botvinik-Nezer, Felix Holzmeister +212 · 52 citations
Decision Sciences · Neuroscience · Psychology · #Functional Brain Connectivity Studies #Mental Health Research Topics #Meta-analysis and systematic reviews
- The past, present, and future of the brain imaging data structure (BIDS)
2023/09/11 by Russell A. Poldrack, Christopher J. Markiewicz, Stefan Appelhoff +132 · 2 voices · 10 citations
Neuroscience · Environmental Science · Computer Science · #Functional Brain Connectivity Studies #Health, Environment, Cognitive Aging #Machine Learning in Healthcare
- Enriching ImageNet with Human Similarity Judgments and Psychological\n Embeddings
2020/11/22 by Brett D. Roads, Bradley C. Love, Roads, Brett D. +1 · 5 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification
- A non-spatial account of place and grid cells based on clustering models of concept learning
2019/12/12 by Robert M. Mok, Bradley C. Love · 1 voice · 5 citations
Neuroscience · Psychology · #Child and Animal Learning Development #Memory and Neural Mechanisms #Primate Behavior and Ecology
- On Leakage in Machine Learning Pipelines
2023/11/07 by Leonard Sasse, Sasse, Leonard, Eliana Nicolaisen-Sobesky +24 · 1 voice · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
- Consciousness, AI, and the Limits of Scientific Explanation
2026/05/29 by Bradley C. Love · 4 voices
#q-bio.NC
- Matching domain experts by training from scratch on domain knowledge
2024/05/15 by Xiaoliang Luo, Guangzhi Sun, Luo, Xiaoliang +3 · 3 voices · 1 citation
Computer Science · #Expert finding and Q&A systems #cs.AI #cs.CL #q-bio.NC
- Confidence-weighted integration of human and machine judgments for superior decision-making
2024/08/15 by Felipe Yáñez, Xiaoliang Luo, Yáñez, Felipe +5 · 2 voices · 1 citation
#cs.HC #cs.AI #q-bio.NC