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Dastawez Jahan-Numa

World News, Faithfully Reported

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Health

1301 stories

Public health and medicine worldwide — sourced from WHO News.

Dastawez Jahan-Numa

MAPS: Macro-Adaptive Parallel Reasoning for Regulating Search Momentum in Retrieval-Augmented Generation

arXiv:2610.29792v1 Announce Type: new Abstract: Retrieval-Augmented Generation (RAG) improves the performance of Large Language Models (LLMs) by retrieving external knowledge. Recently, some RAG methods interleave reason…

arXiv (cs)20h ago
Dastawez Jahan-Numa

Stability analysis of boundary element methods for the wave equation: The weakly singular operator in $1d$

arXiv:2610.29795v1 Announce Type: new Abstract: We discuss the construction of stable discrete pairs of trial and test spaces for the wave equation. Building on a general abstract operator-theoretic framework, we show ho…

arXiv (cs)20h ago
Dastawez Jahan-Numa

Asymmetric Likelihood-Free Hypothesis Testing

arXiv:2610.29798v1 Announce Type: new Abstract: In likelihood-free hypothesis testing (LFHT), given samples from two unknown distributions $P,Q$ on $[n]$ with $\mathrm{d_{TV}}(P,Q)\geq\varepsilon$, and from a third distr…

arXiv (cs)20h ago
Dastawez Jahan-Numa

Prefix Visibility Ratio: Quantifying Partial Observability in Carpet Bombing Detection

arXiv:2610.29802v1 Announce Type: new Abstract: Carpet bombing attacks distribute malicious traffic across many destinations within a network prefix, while operational monitoring commonly provides destination-specific te…

arXiv (cs)20h ago
Dastawez Jahan-Numa

In vitro starch digestion kinetic, formal analysis and new kinetic model

arXiv:2610.29806v1 Announce Type: new Abstract: Describing mathematically the kinetics of the enzymatic hydrolysis of starch is a crucial part of nutrition and industrial applications studies. The majority of math models…

arXiv (cs)20h ago
Dastawez Jahan-Numa

Some Results on the Weight Spectrum of Binary Reed-Muller Codes $RM(m-7,m)$

arXiv:2610.29807v1 Announce Type: new Abstract: We study the set of weights occurring in the high-order binary Reed-Muller codes $RM(m-7,m)$. For every $m\geq 14$, we prove that the weight spectrum contains all even weig…

arXiv (cs)20h ago
Dastawez Jahan-Numa

On the maximum length of cyclic MDS codes

arXiv:2610.29810v1 Announce Type: new Abstract: We study the maximum length of nontrivial simple-root cyclic maximum distance separable (MDS) codes over ${\mathbb F}_q$. We prove $n\le q+1$ if $\gcd(n,q^2-1)>2$, or if th…

arXiv (cs)20h ago
Dastawez Jahan-Numa

Compositionality with Primitives: A Unified View from Euclidean to Hyperbolic Vision-Language Models

arXiv:2610.29811v1 Announce Type: new Abstract: Compositional zero-shot learning (CZSL) aims to recognize novel combinations of previously observed objects and attributes. Prior work showed that large-scale vision-langua…

arXiv (cs)20h ago
Dastawez Jahan-Numa

Real PMIDs, Wrong Papers: Harness Design for Biomedical Claim-Verification Agents

arXiv:2610.29812v1 Announce Type: new Abstract: Literature-searching language agents are becoming a standard component of scientific assistants for the life sciences, yet there is little controlled evidence on which part…

arXiv (cs)20h ago
Dastawez Jahan-Numa

COMET: A coordinated multi-layer runtime monitoring framework for human-supervised AI-enabled safety systems

arXiv:2610.29816v1 Announce Type: new Abstract: Incorporating AI systems into safety systems requires monitoring to avoid silent faults and ensure safe and reliable operation. Single monitors often do not provide actiona…

arXiv (cs)20h ago
Dastawez Jahan-Numa

Pfaffian Recognition is in coRP

arXiv:2610.29817v1 Announce Type: new Abstract: A graph is called Pfaffian if it admits a Pfaffian orientation. The Pfaffian recognition problem asks whether a given graph is Pfaffian. In 1989, Vazirani and Yannakakis sh…

arXiv (cs)20h ago
Dastawez Jahan-Numa

UlaCache: Unified Logical Addressing for Sparse LLM Serving

arXiv:2610.29820v1 Announce Type: new Abstract: Long contexts increase the memory cost of the key-value (KV) cache in large language model (LLM) inference. Sparse attention reduces attention computation and memory traffi…

arXiv (cs)20h ago
Dastawez Jahan-Numa

Controlling Variability in~Neuroimaging Analysis Pipelines with~Software Product Lines

arXiv:2610.29821v1 Announce Type: new Abstract: Magnetic resonance imaging (MRI) is an acquisition technique used for medical diagnosis. It is notably used for structural and functional MRI (or fMRI) image analysis. MRI …

arXiv (cs)20h ago
Dastawez Jahan-Numa

UserSWE: Evaluating Coding Agents in Multi-Turn Conversations with Dynamic Users

arXiv:2610.29822v1 Announce Type: new Abstract: As coding agents become more capable, developers increasingly use them to fix bugs through multi-turn interactions. Existing benchmarks do not adequately cover this scenari…

arXiv (cs)20h ago
Dastawez Jahan-Numa

MemoryTax: The Bitter Lesson of Agent Memory

arXiv:2610.29823v1 Announce Type: new Abstract: Agent memory systems such as Mem0 and Zep decide what to keep before any question arrives; coding agents keep the raw history and let the model search it with its own tools…

arXiv (cs)20h ago
Dastawez Jahan-Numa

GuidedSAM-Plume: An Expert-Guided Segmentation Framework for Volcanic Plumes

arXiv:2610.29825v1 Announce Type: new Abstract: Quantitative analysis of environmental phenomena increasingly relies on image-based measurements. In volcanology, the geometric characterization of volcanic plumes and clou…

arXiv (cs)20h ago
Dastawez Jahan-Numa

Early versus Late RGB-Infrared Fusion for Counter-UAV Detection: A Comparative Study

arXiv:2610.29828v1 Announce Type: new Abstract: This paper presents a novel strategy for UAV detection through visible (RGB) and infrared (IR) fusion, in order to improve accuracy and precision in harsh environments and …

arXiv (cs)20h ago
Dastawez Jahan-Numa

Robot Generalization Beyond Volume: The Diversity Path via Zero-Shot Capabilities

arXiv:2610.29829v1 Announce Type: new Abstract: General-purpose robots must handle tasks, objects and environments they were never trained on, yet zero-shot generalization remains one of the least solved problems in phys…

arXiv (cs)20h ago
Dastawez Jahan-Numa

Revealing Hidden Failure Modes in Chest X-ray Classification via Spectral Domain Analysis

arXiv:2610.29830v1 Announce Type: new Abstract: Deep learning models for chest X-ray anomaly detection remain vulnerable to subtle distributional shifts (e.g., acquisition technique, patient-related factors, and preproce…

arXiv (cs)20h ago
Dastawez Jahan-Numa

S-EDL: Eliciting Self-Evidence from Sequence Likelihoods for Semantic Calibration of LLMs

arXiv:2610.29832v1 Announce Type: new Abstract: Calibrating large language models (LLMs) in open-ended generation is uniquely challenging because many distinct token sequences can express the same underlying meaning. Pri…

arXiv (cs)20h ago
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