Koopcon: A new approach towards smarter and less complex learning

arXiv:2405.13866 · cs.LG, cs.CV, eess.IV · Submitted 2024-05-22 · Read on arXiv

cs.LG, cs.CV, eess.IV

Submitted: 2024-05-22

Updated: 2024-05-22

Terminology

• Koopman Operator — 1× in this paper · explained in 4 episodes
• Koopman operator theory — 1× in this paper · explained in 2 episodes
• Optimal Transport — 1× in this paper · explained in 5 episodes
• Predictive Coding — 1× in this paper · explained in 3 episodes
• Wasserstein Distance — 1× in this paper · explained in 5 episodes

Related papers

• Polynomial-Augmented Neural Networks (PANNs) with Weak Orthogonality Constraints for Enhanced Function and PDE Approximation
• AIRL-S: Unifying Reinforcement Learning and Search-Based Test-Time Scaling via Adversarial Inverse Reinforcement Learning
• Transformers as Bayesian In-Context Experimenters: Smoothness-Adaptive Efficient ATE Estimation
• Convergence issues in Relational Concept Analysis based on AOC-posets
• Beliefs Beyond Posteriors: The Predictive Cost of ELBO Binding
• Understanding Diffusion Models via Ratio-Based Function Approximation with SignReLU Networks