دنبال کردن
David Rolnick
David Rolnick
McGill University, Mila Quebec AI Institute
ایمیل تأیید شده در cs.mcgill.ca - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
Tackling climate change with machine learning‏
D Rolnick, PL Donti, LH Kaack, K Kochanski, A Lacoste, K Sankaran, ...‏
ACM Computing Surveys (CSUR) 55 (2), 1-96, 2022‏
1340*2022
Experience replay for continual learning‏
D Rolnick, A Ahuja, J Schwarz, TP Lillicrap, G Wayne‏
Advances in Neural Information Processing Systems, 2019‏
12352019
Why does deep and cheap learning work so well?‏
HW Lin, M Tegmark, D Rolnick‏
Journal of Statistical Physics 168, 1223-1247, 2017‏
8172017
Deep learning is robust to massive label noise‏
D Rolnick, A Veit, S Belongie, N Shavit‏
arXiv preprint arXiv:1705.10694, 2017‏
7302017
Aligning artificial intelligence with climate change mitigation‏
LH Kaack, PL Donti, E Strubell, G Kamiya, F Creutzig, D Rolnick‏
Nature Climate Change 12 (6), 518-527, 2022‏
3452022
How to start training: The effect of initialization and architecture‏
B Hanin, D Rolnick‏
Advances in Neural Information Processing Systems, 2018‏
3082018
Complexity of linear regions in deep networks‏
B Hanin, D Rolnick‏
International Conference on Machine Learning, 2596-2604, 2019‏
2742019
Deep ReLU networks have surprisingly few activation patterns‏
B Hanin, D Rolnick‏
Advances in Neural Information Processing Systems, 361-370, 2019‏
2712019
The power of deeper networks for expressing natural functions‏
D Rolnick, M Tegmark‏
International Conference on Learning Representations, 2018‏
2452018
DC3: A learning method for optimization with hard constraints‏
PL Donti, D Rolnick, JZ Kolter‏
International Conference on Learning Representations, 2021‏
2242021
Measuring and regularizing networks in function space‏
AS Benjamin, D Rolnick, K Kording‏
International Conference on Learning Representations, 2019‏
1632019
Reverse-engineering deep ReLU networks‏
D Rolnick, K Kording‏
International Conference on Machine Learning, 8178-8187, 2020‏
1292020
Digitalization and the Anthropocene‏
F Creutzig, D Acemoglu, X Bai, PN Edwards, MJ Hintz, LH Kaack, S Kilkis, ...‏
Annual review of environment and resources 47 (1), 479-509, 2022‏
782022
Stealing part of a production language model‏
N Carlini, D Paleka, KD Dvijotham, T Steinke, J Hayase, AF Cooper, ...‏
arXiv preprint arXiv:2403.06634, 2024‏
692024
Lightweight, pre-trained transformers for remote sensing timeseries‏
G Tseng, R Cartuyvels, I Zvonkov, M Purohit, D Rolnick, H Kerner‏
arXiv preprint arXiv:2304.14065, 2023‏
602023
Faenet: Frame averaging equivariant gnn for materials modeling‏
AA Duval, V Schmidt, A Hernández-Garcıa, S Miret, FD Malliaros, ...‏
International Conference on Machine Learning, 9013-9033, 2023‏
492023
A multi-pass approach to large-scale connectomics‏
Y Meirovitch, A Matveev, H Saribekyan, D Budden, D Rolnick, G Odor, ...‏
arXiv preprint arXiv:1612.02120, 2016‏
452016
Cross-classification clustering: An efficient multi-object tracking technique for 3-d instance segmentation in connectomics‏
Y Meirovitch, L Mi, H Saribekyan, A Matveev, D Rolnick, N Shavit‏
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019‏
442019
Bugs in the data: How ImageNet misrepresents biodiversity‏
AS Luccioni, D Rolnick‏
AAAI Conference on Artificial Intelligence, 2022‏
412022
Pushing the frontiers in climate modelling and analysis with machine learning‏
V Eyring, WD Collins, P Gentine, EA Barnes, M Barreiro, T Beucler, ...‏
Nature Climate Change 14 (9), 916-928, 2024‏
352024
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20