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Deniz Oktay
Deniz Oktay
OpenAI
Verifisert e-postadresse på princeton.edu - Startside
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Simulating 500 million years of evolution with a language model
T Hayes, R Rao, H Akin, NJ Sofroniew, D Oktay, Z Lin, R Verkuil, VQ Tran, ...
Science, eads0018, 2025
1682025
Scalable Model Compression by Entropy Penalized Reparameterization
D Oktay, J Ballé, S Singh, A Shrivastava
International Conference on Learning Representations (ICLR) 2020, 2020
522020
Predicting motivations of actions by leveraging text
C Vondrick, D Oktay, H Pirsiavash, A Torralba
Proceedings of the IEEE conference on computer vision and pattern …, 2016
522016
Randomized automatic differentiation
D Oktay, N McGreivy, J Aduol, A Beatson, RP Adams
International Conference on Learning Representations (ICLR) 2021, 2021
332021
Meta-pde: Learning to solve pdes quickly without a mesh
T Qin, A Beatson, D Oktay, N McGreivy, RP Adams
arXiv preprint arXiv:2211.01604, 2022
132022
MOE: A global, black box optimization engine for real world metric optimization
S Clark, E Liu, P Frazier, JL Wang, D Oktay, N Vesdapunt
MOE: A global, black box optimization engine for real world metric optimization, 2014
112014
Compression of machine-learned models via entropy penalized weight reparameterization
D Oktay, S Singh, J Balle, A Shrivastava
US Patent 11,574,232, 2023
52023
bioRxiv preprint 2024
T Hayes, R Rao, H Akin, NJ Sofroniew, D Oktay, Z Lin, R Verkuil, VQ Tran, ...
DOI 10 (2024.07), 01.600583, 0
5
Neuromechanical Autoencoders: Learning to Couple Elastic and Neural Network Nonlinearity
D Oktay, M Mirramezani, E Medina, RP Adams
International Conference of Learning Representations (ICLR) 2023, 2023
42023
On predictive information in rnns
Z Dong, D Oktay, B Poole, AA Alemi
arXiv preprint arXiv:1910.09578, 2019
42019
Metrics optimization engine
SC Clark, E Liu, PI Frazier, J Wang, D Oktay, N Vesdapunt
URL http://yelp. github. io/MOE, 2014
42014
Simulating 500 million years of evolution with a language model, 2024
T Hayes, R Rao, H Akin, NJ Sofroniew, D Oktay, Z Lin, R Verkuil, VQ Tran, ...
URL https://www. biorxiv. org/content/10.1101/2024.07 1, v1, 0
4
JAX FDM: A differentiable solver for inverse form-finding
R Pastrana, D Oktay, RP Adams, S Adriaenssens
arXiv preprint arXiv:2307.12407, 2023
32023
Minuscule Corrections to Near-surface Solar Internal Rotation Using Mode Coupling
SB Das, SG Kashyap, D Oktay, SM Hanasoge, J Tromp
The Astrophysical Journal Supplement Series 266 (1), 1, 2023
32023
A rapid and automated computational approach to the design of multistable soft actuators
M Mirramezani, D Oktay, RP Adams
Computer Physics Communications 298, 109090, 2024
22024
Graph neural networks gone hogwild
O Solodova, N Richardson, D Oktay, RP Adams
arXiv preprint arXiv:2407.00494, 2024
12024
Compression of machine-learned models via entropy penalized weight reparameterization
D Oktay, S Singh, J Balle, A Shrivistava
US Patent 11,907,818, 2024
12024
Translating between Scientific Computing and Machine Learning with Automatic Differentiation
D Oktay
Princeton University, 2024
12024
Fiber Monte Carlo
N Richardson, D Oktay, Y Ovadia, JC Bowden, RP Adams
International Conference on Learning Representations (ICLR) 2024, 2023
12023
Counterfactual Image Networks
D Oktay, C Vondrick, A Torralba
12018
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Artikler 1–20