Marc Brockschmidt
Marc Brockschmidt
Researcher, Microsoft Research
Verifierad e-postadress på microsoft.com - Startsida
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Gated Graph Sequence Neural Networks
Y Li, D Tarlow, M Brockschmidt, R Zemel
International Conference on Learning Representations (ICLR), 2016
19642016
DeepCoder: Learning to Write Programs
M Balog, AL Gaunt, M Brockschmidt, S Nowozin, D Tarlow
International Conference on Learning Representations (ICLR), 2017
4212017
Learning to Represent Programs with Graphs
M Allamanis, M Brockschmidt, M Khademi
International Conference on Learning Representations (ICLR), 2018
4192018
Constrained Graph Variational Autoencoders for Molecule Design
Q Liu, M Allamanis, M Brockschmidt, AL Gaunt
Conference on Neural Information Processing Systems (NeurIPS), 2018
2362018
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
1292019
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
1192017
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
1092016
Structured Neural Summarization
P Fernandes, M Allamanis, M Brockschmidt
International Conference on Learning Representations (ICLR), 2019
1072019
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
1042014
Better termination proving through cooperation
M Brockschmidt, B Cook, C Fuhs
International Conference on Computer Aided Verification (CAV), 413-429, 2013
962013
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
932010
Generative Code Modeling with Graphs
M Brockschmidt, M Allamanis, AL Gaunt, O Polozov
International Conference on Learning Representations (ICLR), 2019
902019
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
832014
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
742016
Automated detection of nontermination and NullPointerExceptions for Java Bytecode
M Brockschmidt, T Ströder, C Otto, J Giesl
Formal Verification of Object-Oriented Software (FoVeOOS), 123-141, 2012
652012
T2: Temporal Property Verification
M Brockschmidt, B Cook, S Ishtiaq, H Khlaaf, N Piterman
Tools and Algorithms for the Construction and Analysis of Systems (TACAS …, 2016
582016
Learning to Represent Edits
P Yin, G Neubig, M Allamanis, M Brockschmidt, AL Gaunt
International Conference on Learning Representations (ICLR), 2019
522019
Differentiable Programs with Neural Libraries
AL Gaunt, M Brockschmidt, N Kushman, D Tarlow
International Conference on Machine Learning (ICML), 2017
49*2017
Graph Partition Neural Networks for Semi-Supervised Classification
R Liao, M Brockschmidt, D Tarlow, A Gaunt, R Urtasun, R Zemel
International Conference on Learning Representations [Workshop Track] (ICLR), 2018
472018
Automated Termination Proofs for Java Programs with Cyclic Data.
M Brockschmidt, R Musiol, C Otto, J Giesl
International Conference on Computer Aided Verification (CAV), 105-122, 2012
472012
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Artiklar 1–20