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Marc Brockschmidt
Marc Brockschmidt
Research Scientist, Google DeepMind
Geverifieerd e-mailadres voor google.com
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Gated Graph Sequence Neural Networks
Y Li, D Tarlow, M Brockschmidt, R Zemel
International Conference on Learning Representations (ICLR), 2016
40602016
Learning to Represent Programs with Graphs
M Allamanis, M Brockschmidt, M Khademi
International Conference on Learning Representations (ICLR), 2018
9862018
CodeSearchNet Challenge: Evaluating the State of Semantic Code Search
H Husain, HH Wu, T Gazit, M Allamanis, M Brockschmidt
arXiv preprint arXiv:1909.09436, 2019
9542019
DeepCoder: Learning to Write Programs
M Balog, AL Gaunt, M Brockschmidt, S Nowozin, D Tarlow
International Conference on Learning Representations (ICLR), 2017
7172017
Constrained Graph Variational Autoencoders for Molecule Design
Q Liu, M Allamanis, M Brockschmidt, AL Gaunt
Conference on Neural Information Processing Systems (NeurIPS), 2018
5322018
Structured Neural Summarization
P Fernandes, M Allamanis, M Brockschmidt
International Conference on Learning Representations (ICLR), 2019
2622019
Generative Code Modeling with Graphs
M Brockschmidt, M Allamanis, AL Gaunt, O Polozov
International Conference on Learning Representations (ICLR), 2019
2052019
Analyzing program termination and complexity automatically with AProVE
J Giesl, C Aschermann, M Brockschmidt, F Emmes, F Frohn, C Fuhs, ...
Journal of Automated Reasoning 58 (1), 3-31, 2017
1732017
GNN-FiLM: Graph Neural Networks with Feature-wise Linear Modulation
M Brockschmidt
International Conference on Machine Learning (ICML), 2020
1502020
TerpreT: A Probabilistic Programming Language for Program Induction
AL Gaunt, M Brockschmidt, R Singh, N Kushman, P Kohli, J Taylor, ...
arXiv preprint arXiv:1608.04428, 2016
1292016
Proving termination of programs automatically with AProVE
J Giesl, M Brockschmidt, F Emmes, F Frohn, C Fuhs, C Otto, M Plücker, ...
International Joint Conference on Automated Reasoning (IJCAR), 184 - 191, 2014
1282014
Analyzing Information Leakage of Updates to Natural Language Models
S Zanella-Béguelin, L Wutschitz, S Tople, V Rühle, A Paverd, ...
Computer and Communications Security (CCS), 2020
1232020
Learning to Represent Edits
P Yin, G Neubig, M Allamanis, M Brockschmidt, AL Gaunt
International Conference on Learning Representations (ICLR), 2019
1222019
Self-Supervised Bug Detection and Repair
M Allamanis, H Jackson-Flux, M Brockschmidt
Neural Information Processing Systems (NeurIPS), 2021
1122021
Robust text-to-sql generation with execution-guided decoding
C Wang, K Tatwawadi, M Brockschmidt, PS Huang, Y Mao, O Polozov, ...
arXiv preprint arXiv:1807.03100, 2018
1062018
Better termination proving through cooperation
M Brockschmidt, B Cook, C Fuhs
International Conference on Computer Aided Verification (CAV), 413-429, 2013
1062013
Automated termination analysis of Java Bytecode by term rewriting
C Otto, M Brockschmidt, C Von Essen, J Giesl
Rewriting Techniques and Applications (RTA), 259-276, 2010
1052010
Program synthesis and semantic parsing with learned code idioms
EC Shin, M Allamanis, M Brockschmidt, A Polozov
Neural Information Processing Systems (NeurIPS), 2019
962019
Alternating runtime and size complexity analysis of integer programs
M Brockschmidt, F Emmes, S Falke, C Fuhs, J Giesl
Tools and Algorithms for the Construction and Analysis of Systems (TACAS …, 2014
942014
Analyzing runtime and size complexity of integer programs
M Brockschmidt, F Emmes, S Falke, C Fuhs, J Giesl
ACM Transactions on Programming Languages and Systems (TOPLAS) 38 (4), 1-50, 2016
902016
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Artikelen 1–20