Harnessing Large Language Models for Planning: A Lab on Strategies for Success and Mitigation of Pitfalls
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- Keerthiram Murugesan
- et al.
- 2024
- AAAI 2024
Tutorial
Publications
1650 results for Machine Learning
Dynamically Meaningful Latent Representations of Dynamical Systems
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- Michael E. Henderson
- 2024
- Mathematics
PaperMC Layer Normalization for calibrated uncertainty in Deep Learning
- Thomas Frick
- Diego Antognini
- et al.
- 2024
- TMLR
PaperClassical Verification of Quantum Learning
- Matthias Caro
- Marcel Hinsche
- et al.
- 2024
- ITCS 2024
Conference paperUnsupervised and supervised AI on molecular dynamics simulations reveals complex characteristics of HLA-A2-peptide immunogenicity
- 2024
- Briefings in Bioinformatics
PaperOn the role of entanglement and statistics in learning
- Srinivasan Arunachalam
- Vojtech Havlicek
- et al.
- 2024
- QIP 2024
PosterMulti-decadal trends of low-clouds at the Tropical Montane Cloud Forests
- J. Antonio Guzmán Q.
- Hendrik F. Hamann
- et al.
- 2024
- Ecol. Indic.
PaperAdversarial Robustness of Deep Learning-Based Malware Detectors via (De)Randomized Smoothing
- Daniel Gibert
- Giulio Zizzo
- et al.
- 2024
- IEEE Access
PaperCommunication-Constrained Hypothesis Testing: Optimality, Robustness, and Reverse Data Processing Inequalities
- Ankit Pensia
- Varun Jog
- et al.
- 2024
- IEEE Trans. Inf. Theory
PaperPhysics-Informed Explainable Continual Learning on Graphs
- Ciyuan Peng
- Tao Tang
- et al.
- 2024
- IEEE TNNLS
Paper