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Articles by
Roman Novak
Identification of a pharmaceutical biostasis inducer that slows metabolism in multiple vertebrates that do not hibernate
24 September 2024 by
M. Sperry
and
others
Bioengineering
Training Language Models on the Knowledge Graph: Insights on Hallucinations and Their Detectability
14 August 2024 by
Jiri Hron
and
others
at
Google
Computation and Language
,
Artificial Intelligence
Scaling Exponents Across Parameterizations and Optimizers
16 July 2024 by
Katie Everett
and
others
at
Google
Machine Learning
Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models
22 December 2023 by
Avi Singh
and
others
at
Google
Machine Learning
Frontier Language Models are not Robust to Adversarial Arithmetic, or "What do I need to say so you agree 2+2=5?
15 November 2023 by
C. Daniel Freeman
and
others
at
Google
Computation and Language
,
Artificial Intelligence
Small-scale proxies for large-scale Transformer training instabilities
16 October 2023 by
Mitchell Wortsman
and
others
Machine Learning
Different HMGCR-inhibiting statins vary in their association with increased survival in patients with COVID-19
5 May 2023 by
M. Sperry
and
others
Infectious Diseases
Fast Neural Kernel Embeddings for General Activations
9 September 2022 by
Insu Han
and
others
Machine Learning
,
Artificial Intelligence
Fast Finite Width Neural Tangent Kernel
17 June 2022 by
Roman Novak
and
others
Machine Learning
,
Artificial Intelligence
Enhancers of host immune tolerance to bacterial infection discovered using linked computational and experimental approaches
16 June 2022 by
M. Sperry
and
others
Immunology
Wide Bayesian neural networks have a simple weight posterior: theory and accelerated sampling
15 June 2022 by
Jiri Hron
and
others
Machine Learning
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
10 June 2022 by
Aarohi Srivastava
and
others
Computation and Language
,
Artificial Intelligence
Mechanosensation Mediates Long-Range Spatial Decision-Making in an Aneural Organism
15 July 2021 by
N. Murugan
and
others
at
Tufts University
Animal Behavior and Cognition
Accessioning and automation compatible anterior nares swab design
10 May 2021 by
Michaella Pettit
and
others
at
Harvard Medical School
Pathology
Exact posterior distributions of wide Bayesian neural networks
26 November 2020 by
Jiri Hron
and
others
Machine Learning
Finite Versus Infinite Neural Networks: an Empirical Study
8 September 2020 by
Jaehoon Lee
and
others
Machine Learning
Infinite attention: NNGP and NTK for deep attention networks
18 June 2020 by
Jiri Hron
and
others
Machine Learning
On the infinite width limit of neural networks with a standard parameterization
25 January 2020 by
Jascha Sohl-Dickstein
and
others
Machine Learning
Neural Tangents: Fast and Easy Infinite Neural Networks in Python
5 December 2019 by
Roman Novak
and
others
Machine Learning
Bayesian Deep Convolutional Networks with Many Channels are Gaussian Processes
8 January 2019 by
Roman Novak
and
others
Machine Learning
,
Artificial Intelligence
Sensitivity and Generalization in Neural Networks: an Empirical Study
13 April 2018 by
Roman Novak
and
others
Machine Learning
,
Artificial Intelligence
Deep Neural Networks as Gaussian Processes
17 January 2018 by
Jaehoon Lee
and
others
Machine Learning
Iterative Refinement for Machine Translation
26 October 2016 by
Roman Novak
and
others
Computation and Language
Improving the Neural Algorithm of Artistic Style
15 May 2016 by
Roman Novak
and
Yaroslav Nikulin
Computer Vision and Pattern Recognition
Exploring the Neural Algorithm of Artistic Style
13 March 2016 by
Yaroslav Nikulin
and
Roman Novak
at
Ecole Normale Supérieure de Cachan
Computer Vision and Pattern Recognition
The Pauli equation with complex boundary conditions
22 March 2012 by
Didem Kochan
and
others
Quantum Physics
,
High Energy Physics
SDSS J162520.29+120308.7 - a new SU UMa star in the period gap
29 March 2011 by
Arkadiusz Olech
and
others
Solar and Stellar Astrophysics