Articles with public access mandates - Stefanie JegelkaLearn more
Available somewhere: 61
Representation learning on graphs with jumping knowledge networks
K Xu, C Li, Y Tian, T Sonobe, K Kawarabayashi, S Jegelka
International Conference on Machine Learning, 5453-5462, 2018
Mandates: US National Science Foundation
Debiased contrastive learning
CY Chuang, J Robinson, YC Lin, A Torralba, S Jegelka
Advances in Neural Information Processing Systems 33, 2020
Mandates: US National Science Foundation
Max-value entropy search for efficient Bayesian optimization
Z Wang, S Jegelka
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
Mandates: US National Science Foundation, US Department of Defense
Generalization and representational limits of graph neural networks
V Garg, S Jegelka, T Jaakkola
International Conference on Machine Learning, 3419-3430, 2020
Mandates: US National Science Foundation, US Department of Defense
Resnet with one-neuron hidden layers is a universal approximator
H Lin, S Jegelka
Advances in neural information processing systems 31, 6169-6178, 2018
Mandates: US Department of Defense
Batched large-scale bayesian optimization in high-dimensional spaces
Z Wang, C Gehring, P Kohli, S Jegelka
International Conference on Artificial Intelligence and Statistics, 745-754, 2018
Mandates: US National Science Foundation, US Department of Defense
Distributionally robust optimization and generalization in kernel methods
M Staib, S Jegelka
Advances in Neural Information Processing Systems, 9134-9144, 2019
Mandates: US Department of Defense
Inorganic Materials Synthesis Planning with Literature-Trained Neural Networks
E Kim, Z Jensen, A van Grootel, K Huang, M Staib, S Mysore, HS Chang, ...
Journal of Chemical Information and Modeling 60 (3), 1194-1201, 2020
Mandates: US National Science Foundation, US Department of Energy, US Department of …
Adversarially robust optimization with gaussian processes
I Bogunovic, J Scarlett, S Jegelka, V Cevher
Advances in neural information processing systems 31, 5760-5770, 2018
Mandates: Swiss National Science Foundation, US Department of Defense, European Commission
Virtual screening of inorganic materials synthesis parameters with deep learning
E Kim, K Huang, S Jegelka, E Olivetti
npj Computational Materials 3 (53), 2017
Mandates: US National Science Foundation, US Department of Energy, US Department of …
Batched high-dimensional bayesian optimization via structural kernel learning
Z Wang, C Li, S Jegelka, P Kohli
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
Mandates: US National Science Foundation, US Department of Defense
Can contrastive learning avoid shortcut solutions?
J Robinson, L Sun, K Yu, K Batmanghelich, S Jegelka, S Sra
Advances in neural information processing systems 34, 4974-4986, 2021
Mandates: US National Science Foundation, US National Institutes of Health
Learning generative models across incomparable spaces
C Bunne, D Alvarez-Melis, A Krause, S Jegelka
International Conference on Machine Learning, 851-861, 2019
Mandates: US National Science Foundation, US Department of Defense
Parallel streaming Wasserstein barycenters
M Staib, S Claici, JM Solomon, S Jegelka
Advances in Neural Information Processing Systems 30, 2647-2658, 2017
Mandates: US National Science Foundation, US Department of Defense
Distributionally robust bayesian optimization
J Kirschner, I Bogunovic, S Jegelka, A Krause
International Conference on Artificial Intelligence and Statistics, 2174-2184, 2020
Mandates: US National Science Foundation, European Commission
Fast DPP sampling for Nyström with application to kernel methods
C Li, S Jegelka, S Sra
Proceedings of the 33rd International Conference on International Conference …, 2016
Mandates: US National Science Foundation
Complexity of Finding Stationary Points of Nonconvex Nonsmooth Functions
J Zhang, H Lin, S Jegelka, S Sra, A Jadbabaie
International Conference on Machine Learning, 11173-11182, 2020
Mandates: US National Science Foundation
Streaming non-monotone submodular maximization: Personalized video summarization on the fly
B Mirzasoleiman, S Jegelka, A Krause
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Mandates: US National Science Foundation, European Commission
Optimization as Estimation with Gaussian Processes in Bandit Settings
Z Wang, B Zhou, S Jegelka
Artificial Intelligence and Statistics (AISTATS), 2016
Mandates: US National Science Foundation
Optimization of graph neural networks: Implicit acceleration by skip connections and more depth
K Xu, M Zhang, S Jegelka, K Kawaguchi
International Conference on Machine Learning, 11592-11602, 2021
Mandates: US National Science Foundation, US Department of Defense, US Office of the …
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