Data science AND Science
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73 Documents
Lenka Zdeborova sur X : "Emergence in LLMs is a mystery. Emergence in physics is linked to phase transitions. We identify a phase transition between semantic and positional learning in a toy model of dot-product attention"
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2024-02-07 About
Stéphane d'Ascoli sur X : "Think Transfomers are terrible at logical reasoning? Think again. Transformers trained with Boolean inputs and symbolic outputs..."
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2023-09-26 About
[2306.07174] Augmenting Language Models with Long-Term Memory
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2023-06-13 About
Building a Conversational Chat App | Haystack
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2023-05-31 About
Lenka Zdeborova sur Twitter : "Let me post the concluding slide from my talk today at the ICLR workshop on Mathematical and Empirical Understanding of Foundation Models"
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2023-05-04 About
ICLR 2023 Workshop on Mathematical and Empirical Understanding of Foundation
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2023-05-04 About
Evidence of a predictive coding hierarchy in the human brain listening to speech | Nature Human Behaviour
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2023-04-16 About
ChatGPT Burns Millions Every Day. Can Computer Scientists Make AI One Million Times More Efficient?
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2023-02-21 About
[2203.14465] STaR: Bootstrapping Reasoning With Reasoning
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2023-02-07 About
The Physics of Algorithms, by Prof. Lenka Zdeborová - YouTube
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2022-12-03 About
Neural representational geometry underlies few-shot concept learning | PNAS
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2022-10-30 About
Google AI Blog: TensorStore for High-Performance, Scalable Array Storage
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2022-09-23 About
Modeling DNA Sequences with PyTorch | by Erin Wilson | Sep, 2022 | Towards Data Science
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2022-09-18 About
Connor Shorten sur Twitter : "Wow, incredible to see this from NASA! 🚀 Weaviate's integration of Vector Search with Graph Data and Symbolic Relations is a very interesting combination of technologies!..."
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2022-08-11 About
Unveiling Transformers with LEGO - YouTube
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2022-06-30 About
Lenka Zdeborova sur Twitter : "Amazing lecture of @SebastienBubeck giving intuition on transformers and how to approach them theoretically..."
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2022-06-30 About
[2201.00042] Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments
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2022-06-26 About
[2109.04513] Filling the Gaps in Ancient Akkadian Texts: A Masked Language Modelling Approach
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2021-09-23 About
Koren Lazar sur Twitter : "...Modern pre-trained language models are applicable even in extreme low-resource settings as the case of the ancient Akkadian language."
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2021-09-23 About
(((ل()(ل() 'yoav))))👾 sur Twitter : "my two cents on why NLP as a field is focusing on the ML-ish / algorithmic / leaderboard-ish aspects (incl., now, LLMs) and not on the underlying language phenomena: it is just so much easier, on so many levels."
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2021-08-30 About
[1410.5859] Towards a Model Theory for Distributed Representations
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2021-06-10 About
Quand l’intelligence artificielle devient une alliée des archéologues
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2021-06-02 About
How can synaptic plasticity lead to meaningful learning?
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2021-05-14 About
Enabling Spike-Based Backpropagation for Training Deep Neural Network Architectures
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2021-04-19 About
Equilibrium Propagation: Bridging the Gap between Energy-Based Models and Backpropagation | Frontiers in Computational Neuroscience
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2021-03-19 About
AI has cracked a key mathematical puzzle for understanding our world | MIT Technology Review
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2020-10-31 About
Chris Mungall sur Twitter : "Reading: OWL2Vec*: Embedding of OWL Ontologies"
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2020-10-07 About
[2010.00402] From Trees to Continuous Embeddings and Back: Hyperbolic Hierarchical Clustering
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2020-10-03 About
Artificial Neural Networks Accurately Predict Language Processing in the Brain | bioRxiv
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2020-06-27 About
[2003.03384] AutoML-Zero: Evolving Machine Learning Algorithms From Scratch
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2020-03-17 About
[2002.05867] Transformers as Soft Reasoners over Language
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2020-02-17 About
[1912.03927] Large deviations for the perceptron model and consequences for active learning
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2019-12-11 About
[1912.01412] Deep Learning for Symbolic Mathematics
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2019-12-09 About
[1807.00082] Amanuensis: The Programmer's Apprentice
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2019-11-12 About
Restoring ancient text using deep learning: a case study on Greek epigraphy | DeepMind
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2019-10-18 About
[1910.03524] Beyond Vector Spaces: Compact Data Representation as Differentiable Weighted Graphs
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2019-10-09 About
Exploring DNA with Deep Learning
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2019-08-17 About
[1908.01580] The HSIC Bottleneck: Deep Learning without Back-Propagation
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2019-08-15 About
France is AI 2018: Lenka Zdeborova - Statistical physics modelling of machine learning - YouTube
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2019-08-15 About
[1907.03950] Learning by Abstraction: The Neural State Machine
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2019-07-10 About
Hamiltonian Neural Networks
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2019-06-11 About
kheyer/Genomic-ULMFiT: ULMFiT for Genomic Sequence Data
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2019-04-02 About
Towards bridging the gap between deep learning and brains
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2018-10-23 About
Cracking big data with statistical physics
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2018-10-18 About
From Deep Learning of Disentangled Representations to Higher-level Cognition - YouTube
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2018-09-28 About
HyperE: Hyperbolic Embeddings for Entities
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2018-07-27 About
Tutorial on Poincaré Embeddings (Jupyter Notebook )
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2018-05-20 About
Implementing Poincaré Embeddings | RARE Technologies
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2018-05-20 About
Stanford Seminar - "Can the brain do back-propagation?" - Geoffrey Hinton
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2018-01-22 About
[1705.08039] Poincaré Embeddings for Learning Hierarchical Representations
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2017-12-16 About
Distilling Free-Form Natural Laws from Experimental Data | Science
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2017-10-22 About
[1709.08568] The Consciousness Prior
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2017-09-29 About
Facial Recognition: Cracking the Brain’s Code | CNRS News
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2017-09-07 About
Computational Neuroscience: Why does the brain adopt mechanisms like sparse coding to represent the environment? - Quora
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2017-06-19 About
[1611.04228] Learning Sparse, Distributed Representations using the Hebbian Principle
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2017-04-28 About
How Mimicking Brain Function is Revolutionising NLP - Dataconomy
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2017-04-28 About
The Hunt for the Algorithms That Drive Life on Earth | WIRED
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2016-02-08 About
Neural backpropagation - Wikipedia, the free encyclopedia
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2016-01-03 About
IBM's 'Rodent Brain' Chip Could Make Our Phones Hyper-Smart | WIRED
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2015-08-18 About
R, Octave, and Python: Which Suits Your Analysis Needs? - Dice News
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2015-01-28 About
Machine Learning Reveals Genetic Control System | Quanta Magazine
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2014-12-20 About
Finding perfection in the imperfect: Applying Darwinian neuro-evolution to robotics | Robohub
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2014-03-26 About
Numenta: Hierarchical Temporal Memory, including HTM cortical learning algorithms
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2014-01-19 About
Jeff Hawkins: How brain science will change computing - CornellCast
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2013-05-25 About
Launching the Quantum Artificial Intelligence Lab
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2013-05-17 About
SKOS Now Interoperates with OWL 2 | AI3:::Adaptive Information
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2013-02-07 About
Mathematics Subject Classification MSC2010
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2012-02-23 About
Geological Survey Austria launches thesaurus project |The Semantic Puzzle
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2011-10-18 About
skoseditor
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2010-05-07 About
Semantic Technologies for Archaeological Resources
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2009-04-20 About
SKOS Extensions [RDF/OWL Description]
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2007-07-18 About
An OWL model for managing ontologies in the agricultural domain
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2007-04-02 About
Danny Ayers, Raw Blog - Taxonomies in OWL
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2005-07-06 About