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Marc Brockschmidt
Marc Brockschmidt
Research Scientist, Google DeepMind
Verified email at google.com
Title
Cited by
Cited by
Year
Timewarp: Transferable Acceleration of Molecular Dynamics by Learning Time-Coarsened Dynamics
L Klein, AYK Foong, TE Fjelde, B Mlodozeniec, M Brockschmidt, ...
Neural Information Processing Systems (NeurIPS), 2023
142023
Exploring Representation of Horn Clauses using GNNs
C Liang, P Rümmer, M Brockschmidt
arXiv preprint arXiv:2206.06986, 2022
2022
Suggested functions for formulas in spreadsheets
AW Stegmaier, J Campbell, JJ McDaid, C Canton, V Yadav, SR De Jong, ...
US Patent 11,227,106, 2022
2022
HEAT: Hyperedge Attention Networks
D Georgiev, M Brockschmidt, M Allamanis
Transactions on Machine Learning Research (TMLR), 2022
122022
Learning to Complete Code with Sketches
D Guo, A Svyatkovskiy, J Yin, N Duan, M Brockschmidt, M Allamanis
International Conference on Learning Representations (ICLR), 2022
442022
Learning to extend molecular scaffolds with structural motifs
K Maziarz, H Jackson-Flux, P Cameron, F Sirockin, N Schneider, N Stiefl, ...
International Conference on Learning Representations (ICLR), 2022
652022
Automated content editor
MMJ Brockschmidt, M Allamanis, AL Gaunt, YIN Pengcheng
US Patent 11,150,875, 2021
192021
FS-Mol: A Few-Shot Learning Dataset of Molecules
M Stanley, JF Bronskill, K Maziarz, H Misztela, J Lanini, M Segler, ...
Neural Information Processing Systems (NeurIPS) - Datasets and Benchmarks Track, 2021
642021
Form-based formula editing in spreadsheets
AW Stegmaier, J Campbell, JJ McDaid, C Canton, V Yadav, SR De Jong, ...
US Patent 11,080,477, 2021
72021
Self-Supervised Bug Detection and Repair
M Allamanis, H Jackson-Flux, M Brockschmidt
Neural Information Processing Systems (NeurIPS), 2021
1002021
Inferring Lower Runtime Bounds for Integer Programs
F Frohn, M Naaf, M Brockschmidt, J Giesl
ACM Transactions on Programming Languages and Systems (TOPLAS) 42 (3), 1-50, 2020
132020
Program predictor
AL Gaunt, S Nowozin, MMJ Brockschmidt, DS Tarlow, M Balog
US Patent 10,782,939, 2020
122020
Package processing
SW Clebsch, MMJ Brockschmidt, SS Ishtiaq, JEC Alglave, MJ Parkinson, ...
US Patent 10,592,661, 2020
62020
Systems, methods, and computer-readable media for improved table identification using a neural network
BG Zorn, MMJ BROCKSCHMIDT, P Choudhury, O Polozov, R Singh, ...
US Patent App. 16/034,447, 2020
12020
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
1072020
Copy that! Editing Sequences by Copying Spans
S Panthaplackel, M Allamanis, M Brockschmidt
Conference on Artificial Intelligence (AAAI), 2020
232020
GNN-FiLM: Graph Neural Networks with Feature-wise Linear Modulation
M Brockschmidt
International Conference on Machine Learning (ICML), 2020
1252020
Code development using continued machine learnings
JB Stevens, JS Tilford, GS Castilla, S Narayanan, S Calvert, ...
US Patent 10,481,879, 2019
142019
Variable analysis using code context
M Allamanis, MMJ Brockschmidt
US Patent 10,452,367, 2019
82019
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
8162019
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