68t07-secondary

Documents about 68t07-secondary

• Learning to Integrate#1048483arXiv (All)
• Neuro-Causal Factor Analysis#663928arXiv (OAI Expanded)
• Neuro-Causal Factor Analysis#665428arXiv (All)
• Autoencoders in Function Space#799823arXiv (All)
• Bulk-edge sticking beyond the Perron mode in Gaussian softmax attention#1050138arXiv (All)
• On Minimal Depth in Neural Networks#1051957arXiv (All)
• Graded Representation Theory of Equivariant Neural Networks#1061408arXiv (All)
• Born-Preconditioned Learning for Iterative Neural PDE Solvers#1411768arXiv (All)
• Provable Adversarial Detection: Prime Quantization meets Gromov--Wasserstein#1401281arXiv (All)
• Annealed correlation and quenched noise sensitivity in biased deep neural networks#1411958arXiv (All)
• Geometric knowledge spaces, Attention pairing and Architectures#1414131arXiv (All)
• Selective boundary condition reduction via learned error gating#985814arXiv (All)
• Dead Directions: Geometric Singular Learning#996911arXiv (All)
• Layerwise Decoupling for Stable Structured Sparsification of Fully Connected Layers#1035095arXiv (All)
• Statistical Properties of Deep Neural Networks with Dependent Data#1063726arXiv (All)
• Universal Approximation of Measure-to-Measure Operators by Pushforwards#1130066arXiv (All)
• Nonlinear Maps Between Irreducible Representations in Graph Neural Networks#1534248arXiv (All)
• KV-Lingo: Learning KV-Cache Translators with Distillation#1116941arXiv (All)
• Singular parameters and missing limits in neural PDE solvers#1215856arXiv (All)
• Parallelized Hierarchical Connectome: A Spatiotemporal Recurrent Framework for Spiking State-Space Models#1387019arXiv (All)
• Grassmann--Plücker Parametrization of Convolutional Filter Subspaces: Regularity and Closed Embeddings#926287arXiv (All)
• Asymptotically-informed neural networks for Black-Scholes implied volatility computation#972553arXiv (All)
• A Deep BSDE Method for a Class of Strongly Coupled FBSDEs#1077214arXiv (All)
• Diffusion-Based Synthetic Data Pretraining for Enhancing Activity Recognition#1186606arXiv (All)
• Shapley-based Structural Analysis of Neural Calibration for Stochastic Volatility Models#1187754arXiv (All)
• The minimal width of neural networks and immersions of real projective space#1355160arXiv (All)
• Differentiating Minimal-Norm Solutions to Parametric Optimization Problems#789128arXiv (OAI Expanded)
• Differentiating Minimal-Norm Solutions to Parametric Optimization Problems#793132arXiv (All)
• From Gradient Descent to Potential Theory: A Geometric Dictionary for Binary Classification#1083128arXiv (OAI Expanded)
• Hidden Activations are not Enough I: Knowledge Matrices as Higher Representations#1119239arXiv (All)
• Constructive Neural Network Field Theory: $ϕ_2^4$ in Finite Volume#1155388arXiv (All)
• Gaussian Equivalence for Multi-Head Self-Attention#1234400arXiv (All)
• Operator learning meets inverse problems: A probabilistic perspective#1296362arXiv (All)
• The Geometry of Manifold Learning: Singular foliations via Deep Learning models#1468974arXiv (All)
• Yang-Mills-Higgs: A Geometric Theory of Binary Labels on Non-Contractible Spaces#926104arXiv (All)
• ADAPT: Lightweight, Long-Range Machine Learning Force Fields Without Graphs#1123952arXiv (OAI Expanded)
• Meta-learning accelerates detector design optimization#1130669arXiv (All)
• Sample complexity bounds for categorical Markov random fields via Discrete Diffusions#1157476arXiv (All)
• PDE-PFN: Prior-Data Fitted Neural PDE Solver#1297686arXiv (All)
• Scalable Reservoir Computing for Disturbance Localization and Identification in Power Grids#1447377arXiv (All)
• Interpreting Supervised Pairwise Graph Representations: Local Evidence, Confounding, and Provable Post-hoc Correction#1448127arXiv (All)
• PERO: Efficient Robust Post-Training Foundation Models for Encrypted Traffic Classification#616166arXiv (OAI Expanded)
• PERO: Efficient Robust Post-Training Foundation Models for Encrypted Traffic Classification#616666arXiv (All)
• C3VDReg: A Benchmark for Local-to-Local Colonoscopic Registration toward Anatomical Localization#668352arXiv (OAI Expanded)
• C3VDReg: A Benchmark for Local-to-Local Colonoscopic Registration toward Anatomical Localization#670417arXiv (All)
• JVLGS: Joint Vision-Language Gas Leak Segmentation#797222arXiv (OAI Expanded)
• JVLGS: Joint Vision-Language Gas Leak Segmentation#798635arXiv (All)
• Optimal Tradeoffs Between Network Size and Parameter Magnitude in Neural Approximation and Minimax Regression#1061345arXiv (All)
• On Memory: A comparison of memory mechanisms in world models#1117286arXiv (All)
• Approximation of the Basset force in the Maxey-Riley-Gatignol equations via universal differential equations#1012181arXiv (All)