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Dastawez Jahan-Numa

World News, Faithfully Reported

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Health

1241 stories

Public health and medicine worldwide — sourced from WHO News.

Dastawez Jahan-Numa

Tactile-Based Robotic Manipulation: From Mechanics-Driven to Data-Driven Perspectives

arXiv:2610.30438v1 Announce Type: new Abstract: Tactile sensing provides robots with direct access to physical interactions at the contact interface, making it a critical modality for robust and dexterous manipulation. O…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Not Where You Think: Protecting Location Privacy Against Reasoning-Based Geolocation

arXiv:2610.30439v1 Announce Type: new Abstract: Recent large reasoning models can infer where ordinary photos were taken using only visual information, creating a serious location privacy risk even when metadata and obvi…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Towards Faithful Data Selection: Statistical Limits and Scalable Algorithms

arXiv:2610.30442v1 Announce Type: new Abstract: What does it mean to have an optimal data selection algorithm? Optimality is conventionally framed as finding a subset that minimizes the population error of the classifier…

arXiv (cs)22h ago
Dastawez Jahan-Numa

SpecMAGIC: Specification-Guided Multi-Task Generalization in Multi-Agent Reinforcement Learning

arXiv:2610.30443v1 Announce Type: new Abstract: Multi-task generalization is an important yet underexplored problem in multi-agent reinforcement learning (MARL). Many real-world applications require multi-agent systems t…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Stability Analysis of Signed Graphs under Structural Perturbations

arXiv:2610.30444v1 Announce Type: new Abstract: Signed graph learning has emerged as a powerful framework for modeling networks with both positive and negative interactions. While graph-filter-based methods have achieved…

arXiv (cs)22h ago
Dastawez Jahan-Numa

A Three-Pillar Governance Framework for Safe and Trustworthy AI Agents

arXiv:2610.30445v1 Announce Type: new Abstract: AI agents capable of autonomous decision-making introduce significant challenges related to safety, alignment, accountability, and human oversight. Existing Human-in-the-Lo…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Strategic Arbitrage in Electricity Markets: A Multi-Agent Policy Optimization Framework

arXiv:2610.30446v1 Announce Type: new Abstract: Grid-scale storage and load aggregators are growing quickly in wholesale electricity markets. If highly consolidated, these new participants may distort the competitive mar…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Proba: A High-Performance, Low-Traffic Probabilistic Spatial Memory Streaming Prefetcher

arXiv:2610.30448v1 Announce Type: new Abstract: Spatial Memory Streaming (SMS) prefetchers exploit recurring spatial access patterns across memory regions to predict future accesses. Despite their effectiveness, existing…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Are Learned Vascular Tree Generators Better Than Conditional Resampling?

arXiv:2610.30449v1 Announce Type: new Abstract: Fidelity scores compare generated vascular trees with held-out real trees, so by themselves they cannot detect reuse of training data. A training-free conditional resampler…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Same Beliefs, Different Policies: Learning Reusable Representations for Early Stopping in LLM Reasoning

arXiv:2610.30450v1 Announce Type: new Abstract: Reasoning LLMs often continue reasoning after reaching a correct answer, wasting computation and sometimes replacing it with an incorrect one. Deciding when to stop is a me…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Integrated Respiratory Sensing and Gated Control for Autonomous Needle Insertion Via CT Bore Robotic Arm

arXiv:2610.30452v1 Announce Type: new Abstract: Currently, CT-guided lung biopsy is a highly manual procedure requiring patient breath-holding, iterative manual needle insertions, and repeated CT confirmation scans to ac…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Energy-rate equidistribution for adaptive SSAV--BDF2 integration of gradient flows

arXiv:2610.30454v1 Announce Type: new Abstract: We develop an adaptive time-stepping strategy for scalar auxiliary variable (SAV) schemes combined with variable-step BDF2 discretization for gradient flows. The strategy s…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Parallel Repetition for k-Player XOR Games

arXiv:2610.30455v1 Announce Type: new Abstract: In a $k$-XOR game $\Psi$ over $\mathbb{F}_p$, a verifier samples challenges $(x_1,\ldots,x_k)\sim\mu$ where $\mu$ is a distribution over $\Sigma_1\times\ldots\times \Sigma_…

arXiv (cs)22h ago
Dastawez Jahan-Numa

aggmetrics: Aggregating Classification Performance Measures for Machine Learning

arXiv:2610.30456v1 Announce Type: new Abstract: aggmetrics is a Python package that extends any binary performance measure expressed in the four confusion-matrix counts to multiclass, multilabel, ordinal, cost-sensitive,…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Polynomial pathwidth for graphs vertex-coverable by few shortest paths and algorithms for quasi-shortest path covers

arXiv:2610.30458v1 Announce Type: new Abstract: We study how covering a graph by a small number of shortest or approximately shortest paths/walks constrains its treewidth and pathwidth. A path or walk is $(\alpha,\beta)$…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Short-to-Long: Detached Features for Long-Horizon Value Learning

arXiv:2610.30461v1 Announce Type: new Abstract: Learning useful representations from continually changing value targets remains a challenge in deep reinforcement learning. We study the temporal horizon of this supervisio…

arXiv (cs)22h ago
Dastawez Jahan-Numa

SplatLab: Autonomous Scientific Discovery for 3DGS Research

arXiv:2610.30468v1 Announce Type: new Abstract: Reproducing a published 3DGS paper takes weeks of expert engineering before any extension can be proposed. Prior autonomous-research systems read papers, draft hypotheses, …

arXiv (cs)22h ago
Dastawez Jahan-Numa

Learning to Incentivise: Using Reinforcement Learning for Sustainable Urban Mobility

arXiv:2610.30469v1 Announce Type: new Abstract: Traffic management has traditionally focused on toll-based and road pricing solutions. However, road pricing often raises concerns about accessibility and public dissatisfa…

arXiv (cs)22h ago
Dastawez Jahan-Numa

HeyGen Voice: Scene-Aware Voice Cloning for Talking Videos

arXiv:2610.30470v1 Announce Type: new Abstract: Most voice-cloning systems are built for audio alone: they copy the reference recording's delivery and acoustics, so a voice cloned on a phone sounds like a phone recording…

arXiv (cs)22h ago
Dastawez Jahan-Numa

DiffLTM: Continuous Diffusions Large Tabular Models for Conditional Generation

arXiv:2610.30472v1 Announce Type: new Abstract: Conditional generation is a key capability to be supported by Large Tabular Models, enabling a number of applications. Accurate conditional generation has to contend with t…

arXiv (cs)22h ago
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