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Dastawez Jahan-Numa

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988 stories

Public health and medicine worldwide — sourced from WHO News.

Dastawez Jahan-Numa

Spectral Concentration and Recovery in Sparse High-Dimensional Random Geometric Graphs

arXiv:2607.14304v1 Announce Type: cross Abstract: We study sparse random geometric graphs generated by connecting pairs of high-dimensional vectors whose inner product exceeds a threshold. The latent vectors are sampled …

arXiv (cs)3h ago
Dastawez Jahan-Numa

Towards a characterization of idempotent Schur multipliers

arXiv:2607.14316v1 Announce Type: cross Abstract: It is conjectured that every idempotent Schur multiplier can be written as a finite sum of contractive idempotents. This conjecture is equivalent to the statement that an…

arXiv (cs)3h ago
Dastawez Jahan-Numa

ViPSAM: Visual Prompting Medical Image Segmentation Using Segment Anything Model

arXiv:2607.14328v1 Announce Type: cross Abstract: In proton therapy planning, respiratory-gated non-contrast CT (NCCT) is commonly used for lesion segmentation; however, accurate delineation remains challenging due to lo…

arXiv (cs)3h ago
Dastawez Jahan-Numa

NeuralChaos: Optimal Adapted Approximation of Square Integrable Predictable Processes

arXiv:2607.14361v1 Announce Type: cross Abstract: We address fundamental challenges in representing and computing $\mathbb{R}^{d}$-valued predictable square-integrable processes over $[0,T]$, collected in the space $\mat…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Circuit complexity lower bounds for quantum spin glasses

arXiv:2607.14384v1 Announce Type: cross Abstract: A central question in quantum information theory is the circuit complexity of states arising from standard many-body models. We study this question for quantum $p$-spin g…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Upwind embedded boundary SBP operators: New high order numerical schemes for arbitrarily shaped domains with Cartesian grids

arXiv:2607.14403v1 Announce Type: cross Abstract: Embedded boundary summation by parts (SBP) methods define finite differencing based derivative operators with the added feature that the boundary need not coincide with a…

arXiv (cs)3h ago
Dastawez Jahan-Numa

On Factorizing Aggregate Counting Distributions into Independent Latent Processes

arXiv:2607.14409v1 Announce Type: cross Abstract: Given only the probability distribution of an aggregate counting variable, what independent latent counting processes are compatible with the observation? Equivalently, w…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Precise sample covariance spectral norm error -- an RDT view

arXiv:2607.14460v1 Announce Type: cross Abstract: We study the sample covariance error of centered Gaussians. A remarkable breakthrough [66] established the correct error scaling order and explicitly revealed the critica…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Perturbation Analysis of Maximal Quantum Leakage

arXiv:2607.14469v1 Announce Type: cross Abstract: Maximal quantum leakage (MQL) is a worst-case information leakage measure that quantifies an adversary's inference advantage gained from accessing quantum encoding of cla…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Full-data accuracy with fewer labels for training and fine-tuning machine-learning force fields

arXiv:2607.14486v1 Announce Type: cross Abstract: Machine-learning force fields (MLFFs) are reliable only near their training distribution, making efficient construction of diverse training sets a major bottleneck for bo…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Moment-Resolved Readout and Reservoir Diversity in Nonequilibrium Langevin Computing

arXiv:2607.14520v1 Announce Type: cross Abstract: Nonlinear thermodynamic computers based on Langevin dynamics exploit thermal fluctuations as a physical substrate for computation. Recent work has shown that quartic-conf…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Right Device, Right Place: Variation-Aware Placement and Design Optimization for Robust Photonic Lattice-Filter Demultiplexers

arXiv:2607.14526v1 Announce Type: cross Abstract: We propose a Bayesian co-optimization framework for robust integrated photonic lattice-filter demultiplexers, jointly optimizing device placement and design parameters un…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Riesz-Kernel Stein Variational Gradient Descent: Renormalized Entropy and Long-Time Particle Limits

arXiv:2607.14527v1 Announce Type: cross Abstract: Stein variational gradient descent (SVGD) transports interacting particles toward a target distribution through deterministic kernelized dynamics. Singular Riesz kernels …

arXiv (cs)3h ago
Dastawez Jahan-Numa

A Modern Multimodal Assistant on a 6 GB 2011 GPU: Stage-Validated, All-GPU CUDA Inference for Fermi

arXiv:2607.14568v1 Announce Type: cross Abstract: A companion study ran a 35B mixture-of-experts model on a 2011 NVIDIA Tesla C2075 (Fermi, sm_20, 6GB) as a GPU-prefill/CPU-decode hybrid, because the 4-bit model did not …

arXiv (cs)3h ago
Dastawez Jahan-Numa

Governing Artificial Intelligence: Public Preferences and Regulatory Options

arXiv:2607.14585v1 Announce Type: cross Abstract: Artificial intelligence (AI) is rapidly transforming economies, societies, and polities, raising fundamental questions about how it should be regulated. Policymakers face…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Acyclic Dichromatic Number of Tournaments: these are the Champions

arXiv:2607.14694v1 Announce Type: cross Abstract: The acyclic dichromatic number of an oriented graph is the minimum size of a vertex-partition such that the digraphs induced by any single part are acyclic, and the orien…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Does Multi-Agent Debate Improve AI Feedback on Research Papers?

arXiv:2607.14713v1 Announce Type: cross Abstract: Probably not, at least for meta-analyses in economics. In a pre-registered, identity-masked, within-paper experiment, the authors of 44 meta-analyses ranked three AI repo…

arXiv (cs)3h ago
Dastawez Jahan-Numa

WanSong v1.0 Technical Report

arXiv:2607.14749v1 Announce Type: cross Abstract: Music generation foundation models have recently attracted significant industry attention. However, achieving efficient generation and high-fidelity long-form audio while…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Inferring Non-Normal Amplification Geometry from Multivariate Time Series

arXiv:2607.14786v1 Announce Type: cross Abstract: Across hydrodynamics, ecology, neuroscience, network dynamics, non-Hermitian physics, and socio-economic systems, asymptotically stable dynamics can exhibit large transie…

arXiv (cs)3h ago
Dastawez Jahan-Numa

LIVE-RIS: Real-Time In-Flight Actuation of UAV-Mounted RIS

arXiv:2607.14851v1 Announce Type: cross Abstract: Reconfigurable intelligent surfaces (RIS) are emerging as a key technology for sixth-generation (6G) wireless networks due to their ability to dynamically control the pro…

arXiv (cs)3h ago
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