Matej Balog
Matej Balog
Research Scientist, DeepMind
Verified email at - Homepage
Cited by
Cited by
DeepCoder: Learning to Write Programs
M Balog, AL Gaunt, M Brockschmidt, S Nowozin, D Tarlow
5th International Conference on Learning Representations (ICLR 2017), 2016
Discovering faster matrix multiplication algorithms with reinforcement learning
A Fawzi, M Balog, A Huang, T Hubert, B Romera-Paredes, M Barekatain, ...
Nature 610 (7930), 47-53, 2022
Mathematical discoveries from program search with large language models
B Romera-Paredes, M Barekatain, A Novikov, M Balog, MP Kumar, ...
Nature, 1-3, 2023
Differentially Private Database Release via Kernel Mean Embeddings
M Balog, I Tolstikhin, B Schölkopf
35th International Conference on Machine Learning (ICML 2018), 2018
Lost Relatives of the Gumbel Trick
M Balog, N Tripuraneni, Z Ghahramani, A Weller
34th International Conference on Machine Learning (ICML 2017), 2017
The Mondrian Kernel
M Balog, B Lakshminarayanan, Z Ghahramani, DM Roy, YW Teh
32nd Conference on Uncertainty in Artificial Intelligence (UAI 2016), 2016
DeepCoder: Learning to write programs. CoRR abs/1611.01989 (2016)
M Balog, AL Gaunt, M Brockschmidt, S Nowozin, D Tarlow
arXiv preprint arXiv:1611.01989, 2016
Program predictor
AL Gaunt, S Nowozin, MMJ Brockschmidt, DS Tarlow, M Balog
US Patent 10,782,939, 2020
The Mondrian Process for Machine Learning
M Balog, YW Teh
arXiv preprint arXiv:1507.05181, 2015
Fast Training of Sparse Graph Neural Networks on Dense Hardware
M Balog, B van Merriënboer, S Moitra, Y Li, D Tarlow
arXiv preprint arXiv:1906.11786, 2019
Neural Program Synthesis with a Differentiable Fixer
M Balog, R Singh, P Maniatis, C Sutton
arXiv preprint arXiv:2006.10924, 2020
Quantum Circuit Optimization with AlphaTensor
FJR Ruiz, T Laakkonen, J Bausch, M Balog, M Barekatain, FJH Heras, ...
arXiv preprint arXiv:2402.14396, 2024
Finding Increasingly Large Extremal Graphs with AlphaZero and Tabu Search
A Mehrabian, A Anand, H Kim, N Sonnerat, M Balog, G Comanici, ...
arXiv preprint arXiv:2311.03583, 2023
Optimizing sparse graph neural networks for dense hardware
DS Tarlow, M Balog, B Van Merrienboer, Y Li, S Moitra
US Patent 11,562,239, 2023
Optimizing algorithms for hardware devices
TK Hubert, SC Huang, A Novikov, A Fawzi, B Romera-Paredes, D Silver, ...
US Patent App. 17/959,210, 2024
Converting to Optimization in Machine Learning: Perturb-and-MAP, Differential Privacy, and Program Synthesis
M Balog
University of Cambridge, 2020
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