Andrew Kiruluta

CoRR, May, 2026

Compressed-Sensing-Guided, Inference-Aware Structured Reduction for Large Language Models.

[BibT_eX]

[DOI]

CoRR, April, 2026

From Gradients to Riccati Geometry: Kalman World Models for Single-Pass Learning.

[BibT_eX]

[DOI]

CoRR, March, 2026

Entropic-Time Inference: Self-Organizing Large Language Model Decoding Beyond Attention.

[BibT_eX]

[DOI]

CoRR, March, 2026

Spectral Generative Flow Models: A Physics-Inspired Replacement for Vectorized Large Language Models.

[BibT_eX]

[DOI]

CoRR, January, 2026

Filtering Beats Fine Tuning: A Bayesian Kalman View of In Context Learning in LLMs.

[BibT_eX]

[DOI]

CoRR, January, 2026

Quantum Circuit Reasoning Models: A Variational Framework for Differentiable Logical Inference.

[BibT_eX]

[DOI]

CoRR, December, 2025

Spectral Neuro-Symbolic Reasoning II: Semantic Node Merging, Entailment Filtering, and Knowledge Graph Alignment.

[BibT_eX]

[DOI]

,

CoRR, November, 2025

From Eigenmodes to Proofs: Integrating Graph Spectral Operators with Symbolic Interpretable Reasoning.

[BibT_eX]

[DOI]

,

CoRR, September, 2025

A Fully Spectral Neuro-Symbolic Reasoning Architecture with Graph Signal Processing as the Computational Backbone.

[BibT_eX]

[DOI]

CoRR, August, 2025

A Novel Architecture for Symbolic Reasoning with Decision Trees and LLM Agents.

[BibT_eX]

[DOI]

CoRR, August, 2025

Quantum Spectral Reasoning: A Non-Neural Architecture for Interpretable Machine Learning.

[BibT_eX]

[DOI]

CoRR, August, 2025

Beyond Neural Networks: Symbolic Reasoning over Wavelet Logic Graph Signals.

[BibT_eX]

[DOI]

,

,

CoRR, July, 2025

Operator-Based Machine Intelligence: A Hilbert Space Framework for Spectral Learning and Symbolic Reasoning.

[BibT_eX]

[DOI]

,

,

CoRR, July, 2025

Wavelet Logic Machines: Learning and Reasoning in the Spectral Domain Without Neural Networks.

[BibT_eX]

[DOI]

CoRR, July, 2025

CS-VLM: Compressed Sensing Attention for Efficient Vision-Language Representation Learning.

[BibT_eX]

[DOI]

,

Preethi Raju

,

CoRR, July, 2025

From Pixels and Words to Waves: A Unified Framework for Spectral Dictionary vLLMs.

[BibT_eX]

[DOI]

,

CoRR, June, 2025

Adaptive Two Sided Laplace Transforms: A Learnable, Interpretable, and Scalable Replacement for Self-Attention.

[BibT_eX]

[DOI]

CoRR, June, 2025

History-Aware Cross-Attention Reinforcement: Self-Supervised Multi Turn and Chain-of-Thought Fine-Tuning with vLLM.

[BibT_eX]

[DOI]

,

,

CoRR, June, 2025

Breaking Quadratic Barriers: A Non-Attention LLM for Ultra-Long Context Horizons.

[BibT_eX]

[DOI]

,

Preethi Raju

,

CoRR, June, 2025

Graph Laplacian Wavelet Transformer via Learnable Spectral Decomposition.

[BibT_eX]

[DOI]

,

,

CoRR, May, 2025

From Attention to Atoms: Spectral Dictionary Learning for Fast, Interpretable Language Models.

[BibT_eX]

[DOI]

CoRR, May, 2025

Spectral Dictionary Learning for Generative Image Modeling.

[BibT_eX]

[DOI]

CoRR, April, 2025

Wavelet-based Variational Autoencoders for High-Resolution Image Generation.

[BibT_eX]

[DOI]

CoRR, April, 2025

Learnable Multi-Scale Wavelet Transformer: A Novel Alternative to Self-Attention.

[BibT_eX]

[DOI]

,

,

Samantha Williams

CoRR, April, 2025

A Hybrid Wavelet-Fourier Method for Next-Generation Conditional Diffusion Models.

[BibT_eX]

[DOI]

,

CoRR, April, 2025

State Fourier Diffusion Language Model (SFDLM): A Scalable, Novel Iterative Approach to Language Modeling.

[BibT_eX]

[DOI]

,

CoRR, March, 2025

FourierNAT: A Fourier-Mixing-Based Non-Autoregressive Transformer for Parallel Sequence Generation.

[BibT_eX]

[DOI]

,

,

CoRR, March, 2025

A Self-Supervised Reinforcement Learning Approach for Fine-Tuning Large Language Models Using Cross-Attention Signals.

[BibT_eX]

[DOI]

,

,

CoRR, February, 2025

Novel Change Detection Framework in Remote Sensing Imagery Using Diffusion Models and Structural Similarity Index (SSIM).

[BibT_eX]

[DOI]

,

,

CoRR, 2024

Unsupervised Machine Learning Hybrid Approach Integrating Linear Programming in Loss Function: A Robust Optimization Technique.

[BibT_eX]

[DOI]

,

CoRR, 2024

New Approaches to Long Document Summarization: Fourier Transform Based Attention in a Transformer Model.

[BibT_eX]

[DOI]

,

,

CoRR, 2021

Predictive head movement tracking using a Kalman filter.

[BibT_eX]

[DOI]