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DP-MacAdam: Differentially Private Mechanism with Adaptive Clipping and Adaptive Momentum

聽馃Calculus + AI 聽Content type: Academic
arxiv.org路

Optimizing Energy-based Neural Network Training with Coherent Ising Machine

聽馃攧Backpropagation 聽Content type: Academic
arxiv.org路

Generalization in Deep Neural Networks: Minimax Rates for Gradient Methods

聽馃Calculus + AI 聽Content type: Academic
arxiv.org路

Optimal Regret Exponents for Bayesian Statistical Decision Problems

聽馃幉Bayesian Inference 聽Content type: Academic
arxiv.org路

Scaling Decision-Focused Learning to Large Problems with Lagrangian Decomposition

聽馃Calculus + AI 聽Content type: Academic
arxiv.org路

Beyond Linear and Overcomplete Regimes: A Mean-Field Analysis of Bottleneck Autoencoders

聽馃Calculus + AI 聽Content type: Academic
arxiv.org路

Trading Utility for Dynamic Fairness in Multiple Resource Division with Sequential Demand

聽馃Calculus + AI 聽Content type: Academic
arxiv.org路

Symmetries and overparametrization properties of Hamiltonian variational ansatzes for the $(1+1)$d $\mathbb{Z}_2$ lattice gauge theory

聽馃Calculus + AI 聽Content type: Academic
arxiv.org路

Operator learning for solving Fokker-Planck equations with various initial conditions

聽馃Courses about AI + Math 聽Content type: Academic
arxiv.org路

Infinity-norm-based Input-to-State-Stable Long Short-Term Memory networks: a thermal systems perspective

聽馃Calculus + AI 聽Content type: Academic
arxiv.org路

FADRW: A Feature-Aware Modulated and Dynamically Reweighted Loss for Few-Shot Linguistic Steganalysis

聽馃Calculus + AI 聽Content type: Academic
arxiv.org路

Adaptive Learning Rates with Surrogate Probability for Follow-the-Perturbed-Leader

聽馃攧Backpropagation 聽Content type: Academic
arxiv.org路

Neuro-Symbolic Injection of LTLf Constraints in Autoregressive Reinforcement Learning Policies

聽馃Calculus + AI 聽Content type: Academic
arxiv.org路

Theory of learning of high-dimensional controlled non-linear dynamical systems (I): models and methods

聽馃Calculus + AI 聽Content type: Academic
arxiv.org路

Real-Time and Accurate Collision-Free Teleoperation via Differentiable Constraint-Based Trajectory Planning

聽馃攧Backpropagation 聽Content type: Academic
arxiv.org路

Deep Learning Based Sparse Array Design with Pre-Steering for Adaptive Beamforming

聽馃攧Backpropagation 聽Content type: Academic
arxiv.org路

DroneDAR: Long-Range Drone Distance Estimation Using Monocular Vision and Bounding-Box Features

聽馃Calculus + AI 聽Content type: Academic
arxiv.org路

vesselFM-CT: Segmenting All Blood Vessels in CT Images for System-Level Cardiovascular Analysis

聽馃Calculus + AI 聽Content type: Academic
arxiv.org路

Quantifying Uncertainty In Wide Two-Layer Neural Networks: On The Law Of The Limiting Fluctuation Process

聽馃Calculus + AI 聽Content type: Academic
arxiv.org路

Hebbian Learning from First Principles (2024)

聽馃Calculus + AI 聽Content type: Academic
arxiv.org路路Hacker News
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