Marta Zofia Kwiatkowska

Probabilistic & Bayesian Methods · 2020

A researcher in the Science corpus: 1 paper; trusts 1 researcher and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Probabilistic & Bayesian Methods — 5 citations into it

Whom Marta Zofia Kwiatkowska trusts

Their strongest outbound trust, strongest first, inferred from their citations.

1. David A. McAllester (in Probabilistic & Bayesian Methods)

Papers from Marta Zofia Kwiatkowska's perspective

Ordered by how strongly the researchers Marta Zofia Kwiatkowska trusts endorse each paper. Same corpus, a different order for every researcher.

1. ImageNet classification with deep convolutional neural networks
2. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
3. Gradient-based learning applied to document recognition
4. Long Short-Term Memory
5. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
6. Attention is All you Need (Neural Information Processing Systems)
7. Near-optimal Regret Bounds for Reinforcement Learning
8. Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor (International Conference on Machine Learning)
9. Spectrally-normalized margin bounds for neural networks
10. DeepMind Control Suite

Their papers

• Invariant Causal Prediction for Block MDPs (2020) — 159 citations