Josh

Joshi2312

AI & ML interests

Voice Generation (TTS, cloning) Video gen All gen ai Image Models Finetuning (voice, lora, Checkpoints) ComfyUI, A1111, ss Hit me Up @ hf.starlit941 at passinbox.com

Organizations

Joshi2312 's Spaces 20

Repro - On the Provable Suboptimality of Momentum SGD in Nonstationary Stochastic Optimization

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Repro - Refining Dual Spectral Sparsity in Transformed Tensor Singular Values

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Repro - Understanding Catastrophic Forgetting In LoRA via Mean-Field Attention Dynamics

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Repro - Estimation of Treatment Effects Under Nonstationarity via the Truncated Policy Gradient Estimator

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Repro - Learning in Structured Stackelberg Games

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Repro - Can Adaptive Gradient Methods Converge under Heavy-Tailed Noise? A Case Study of AdaGrad

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Repro - A Random Matrix Theory of Masked Self-Supervised Regression

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Repro - What Makes a Strong Model? Unified Spectral Analysis of Knowledge Transfer

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Repro - Operator Splitting with Hamilton-Jacobi-based Proximals

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Repro - Length Generalization Bounds for Transformers (C-RASP)

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Repro - Why Self-Training Helps and Hurts: Denoising vs. Signal Forgetting

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Repro - High-Dimensional Learning Dynamics of Quantized Models with STE

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Repro - Do-Calculus Reasoning via Derivation Graphs

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Repro - Tighter Regret Lower Bound for GP Bandits with SE Kernel in Hypersphere (arXiv:2602.17940)

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Repro - On Structured State-Space Duality (arXiv 2510.04944)

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Repro - Improved Analysis of the Accelerated Noisy Power Method with Applications to Decentralized PCA

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Repro - Non-Uniform Noise-to-Signal Ratio in the REINFORCE Policy-Gradient Estimator

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Repro - Rotary Position Encodings for Graphs

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Repro - To Grok Grokking: Provable Grokking in Ridge Regression

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Repro - A Random Matrix Theory Perspective on the Consistency of Diffusion Models

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