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Autonomous Agents
Notes of Artificial Intelligence and Machine Learning.
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Math
Freedom Preetham
in
Autonomous Agents
Oct 11
Part 3- Rethinking Cognition and AGI from a Mathematics First Principle.
Language is an emergent…
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1
Freedom Preetham
in
Autonomous Agents
Sep 18
Teaching Machines To Think Like Mathematicians
Reinforcement Learning in Mathematical Proofs: Aligning
…
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3
Freedom Preetham
in
Autonomous Agents
Aug 15
The Scale and Complexity of Protein-Ligand Binding: A Mathematical Perspective on OOD Errors
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1
Freedom Preetham
in
Autonomous Agents
Aug 8
Mamba vs. Weighted Choquard: Comparative Analysis of Non-local Influence Models
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100
Freedom Preetham
in
Autonomous Agents
Aug 8
Part 5 — Integrating the Weighted Choquard Equation with Fourier Neural Operators
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Freedom Preetham
in
Autonomous Agents
Jul 20
Ensuring Robustness and Mitigating Confounding in Biological Modeling
The Imperatives of…
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2
Freedom Preetham
in
Autonomous Agents
Jul 13
Part 2 : SciML — A Mathematical account of PDE Solvers, Discoverers and Operator Learning
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106
Freedom Preetham
in
Autonomous Agents
Jul 10
Part 3: Biological Operators to Math Operators ~ Mixture of Operators for Modeling Genomic Aberrations
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104
Freedom Preetham
in
Autonomous Agents
Jul 2
Rethinking Memory in AI: Fractional Laplacians and Long-Range Interactions
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Freedom Preetham
in
Autonomous Agents
Jun 14
Understanding Math Behind Chinchilla Laws
Optimizing LLM Performance through Compute-Efficiency
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