Author

G W O Howe

Observed name: Howe, Gunner Levi

OpenAlex ID: A5009113146

A Noise Optimum in Rehearsal-Free Continual Learning: Isolation, Mechanism, and Scope

2026 · Howe, Gunner Levi · arXiv (Cornell University)

Capability Emergence Can Be Forecast: Per-Seed, In Advance, With Calibrated Intervals, Certified False Alarms, and a Blind Pre-Registered Gate

2026 · Howe, Gunner Levi · arXiv (Cornell University)

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The Automaton Underneath: The Additive Input Pathway Is a Parasitic Attractor for State Tracking in Householder Linear RNNs

2026 · Howe, Gunner Levi · Zenodo (CERN European Organization for Nuclear Research)

The Automaton Underneath: The Additive Input Pathway Is a Parasitic Attractor for State Tracking in Householder Linear RNN

2026 · Howe, Gunner Levi · arXiv (Cornell University)

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What Makes a Representational Prior Work? Feature Families, Label-Free Invariances, and Critical Windows in Grokking

2026 · Howe, Gunner Levi · Zenodo (CERN European Organization for Nuclear Research)

What Makes a Representational Prior Work? Feature Families, Label-Free Invariances, and Critical Windows in Grokking

2026 · Howe, Gunner Levi · arXiv (Cornell University)

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Same Output, Different Process: Ornstein's d-Distance as a Computational-Equivalence Metric for Model Diffing

2026 · Howe, Gunner Levi · Zenodo (CERN European Organization for Nuclear Research)

Contracting, Non-Normal, and Not the Mechanism: A Pre-Registered Spectral Audit of Latent Chain-of-Thought Reasoning

2026 · Howe, Gunner Levi · Zenodo (CERN European Organization for Nuclear Research)

Intrinsic-Noise Consolidation: A Doob-Barrier-Conditioned Diffusion Turns Analog Device Noise into a Continual-Learning Resource

2026 · Howe, Gunner Levi · arXiv (Cornell University)

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Intrinsic-Noise Consolidation: A Doob-Barrier-Conditioned Diffusion Turns Analog Device Noise into a Continual-Learning Resource

2026 · Howe, Gunner Levi · Zenodo (CERN European Organization for Nuclear Research)

Heckman-Corrected Epistemic Uncertainty: Selection on Unobservables Defeats Importance Weighting

2026 · Howe, Gunner Levi · arXiv (Cornell University)

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Level-Crossing Density as a Mesh-Free High-Frequency Auxiliary Loss for Implicit Neural Representations

2026 · Howe, Gunner Levi · arXiv (Cornell University)

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Rice's Formula for Event-Driven Networks: Predicting and Training Temporal Sparsity via Differentiable Level-Crossing Rates

2026 · Howe, Gunner Levi · Zenodo (CERN European Organization for Nuclear Research)

Survivor Bias in Learning-Curve Surrogates: Successive Halving Selects on Noise

2026 · Howe, Gunner Levi · Zenodo (CERN European Organization for Nuclear Research)

Interpolation Beats Finite-Size Scaling for Domain Extension of Learned Transfer-Operator Spectra: A Two-System Study and a Convergence Diagnostic

2026 · Howe, Gunner Levi · Zenodo (CERN European Organization for Nuclear Research)

Heckman-Corrected Epistemic Uncertainty: Selection on Unobservables Defeats Importance Weighting

2026 · Howe, Gunner Levi · Zenodo (CERN European Organization for Nuclear Research)

Structure-Specific Representational Priors Causally Control the Grokking Delay

2026 · Howe, Gunner Levi · arXiv (Cornell University)

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Event-Timing Priors: Temporal Point Process Likelihoods Correct the Long-Horizon Extreme-Event Statistics of Generative Surrogates

2026 · Howe, Gunner Levi · Zenodo (CERN European Organization for Nuclear Research)

A One-Sided Level-Crossing Budget for Physics-Informed Neural Networks: Validated Mechanism, Absent Pathology

2026 · Howe, Gunner Levi · Zenodo (CERN European Organization for Nuclear Research)

Level-Crossing Density as a Mesh-Free High-Frequency Auxiliary Loss for Implicit Neural Representations

2026 · Howe, Gunner Levi · Zenodo (CERN European Organization for Nuclear Research)

Differentiable Minkowski Functionals for Neural Fields: Validation, Design Rules, and an Adversarial Failure Mode

2026 · Howe, Gunner Levi · Zenodo (CERN European Organization for Nuclear Research)

Semantic Reference Frames: Representing Time and Context Relative to Learned Anchors in Sequence Models

2026 · Howe, Gunner Levi · Zenodo (CERN European Organization for Nuclear Research)

Ornstein's d-bar distance as a dynamical-fidelity metric for surrogate models of chaotic systems

2026 · Howe, Gunner Levi · Zenodo (CERN European Organization for Nuclear Research)

Structure-Specific Representational Priors Causally Control the Grokking Delay

2026 · Howe, Gunner Levi · Zenodo (CERN European Organization for Nuclear Research)

Works count: 24

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