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Dastawez Jahan-Numa

World News, Faithfully Reported

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Health

1353 stories

Public health and medicine worldwide — sourced from WHO News.

Dastawez Jahan-Numa

A Sensor-Adaptive Incremental Learning Framework for Artifact Detection in Satellite Precipitation Data

arXiv:2609.01514v1 Announce Type: cross Abstract: Historically, retrieving rainfall data from satellite imagery has been the domain of space agencies. However, in recent years, the development of cheaper, more compact sa…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Multiplicative comparisons of R\'enyi entropies for weighted Bernoulli sums

arXiv:2609.01529v1 Announce Type: cross Abstract: We establish improved multiplicative bounds relating the R\'enyi entropies of different orders for weighted sums of independent Bernoulli random variables. In particular,…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Generalized Semi-Infinite Programming for Robust Optimal Control with Decision-Dependent Uncertainty

arXiv:2609.01538v1 Announce Type: cross Abstract: Generalized semi-infinite programs (GSIPs) arise in robust optimal control whenever the admissible uncertainty depends on the state or controls. Existing GSIP methods eit…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Variable Selection for Feature-Based Newsvendor

arXiv:2609.01544v1 Announce Type: cross Abstract: Feature-based newsvendor models use observable covariates to tailor inventory decisions, aiming to balance holding and shortage costs under demand uncertainty. However, h…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Families of relative periodic orbits in the planar three-body problem via consecutive alignments

arXiv:2609.01585v1 Announce Type: cross Abstract: Relative periodic orbits (RPOs) are solutions of the three-body problem that are periodic in a uniformly rotating reference frame and, in general, quasi-periodic in inert…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Mechanism Design for Alignment and Control

arXiv:2609.01595v1 Announce Type: cross Abstract: We develop a framework for mechanism design with AI agents whose alignment (preferences) and capabilities (feasible actions and information) are unknown. We want such age…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Depth-1 expanders on the unitary group and applications

arXiv:2609.01605v1 Announce Type: cross Abstract: We construct a constant-degree and constant-gap quantum expander on $n$ qubits where each unitary can be implemented by a depth-$1$ and 1D circuit of Pauli or CNOT gates.…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Deep learning based numerical approximation algorithms for stochastic partial differential equations

arXiv:2012.01194v3 Announce Type: replace Abstract: In this article, we introduce a deep learning based approximation algorithm for SPDEs. Our approach employs neural networks to approximate the solutions of SPDEs along …

arXiv (cs)1h ago
Dastawez Jahan-Numa

Beyond Scaling: Calculable Error Bounds of the Power-of-Two-Choices Mean-Field Model in Heavy-Traffic

arXiv:2012.06613v3 Announce Type: replace Abstract: This paper provides a recipe for deriving calculable approximation errors of mean-field models in heavy-traffic with the focus on the well-known load balancing algorith…

arXiv (cs)1h ago
Dastawez Jahan-Numa

The Power of Static Pricing for Reusable Resources

arXiv:2302.11723v4 Announce Type: replace Abstract: We consider the problem of pricing a reusable resource service system. Potential customers arrive according to a Poisson process and purchase the service if their valua…

arXiv (cs)1h ago
Dastawez Jahan-Numa

A Survey of Densest Subgraph Discovery on Large Graphs

arXiv:2306.07927v4 Announce Type: replace Abstract: With the prevalence of graphs for modeling complex relationships among objects, the topic of graph mining has attracted a great deal of attention from both academic and…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Building Expressive and Tractable Probabilistic Generative Models: A Review

arXiv:2402.00759v4 Announce Type: replace Abstract: We present a comprehensive survey of the advancements and techniques in the field of tractable probabilistic generative modeling, primarily focusing on Probabilistic Ci…

arXiv (cs)1h ago
Dastawez Jahan-Numa

FedReview: Review and Dispose Poisoned Updates without Validation Datasets or Historic Knowledge

arXiv:2402.16934v2 Announce Type: replace Abstract: Federated learning has emerged as a decentralized approach for training high-performance models without accessing user data. Despite its effectiveness, it is vulnerable…

arXiv (cs)1h ago
Dastawez Jahan-Numa

NGD-SLAM: Towards Real-Time Dynamic SLAM without GPU

arXiv:2405.07392v5 Announce Type: replace Abstract: Many existing visual SLAM methods can achieve high localization accuracy in dynamic environments by leveraging deep learning to mask moving objects. However, these meth…

arXiv (cs)1h ago
Dastawez Jahan-Numa

GENIE: Watermarking Graph Neural Networks for Link Prediction

arXiv:2406.04805v4 Announce Type: replace Abstract: The rapid adoption, usefulness, and resource-intensive training of Graph Neural Network (GNN) models have made them an invaluable intellectual property in graph-based m…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Tree algebras and bisimulation-invariant MSO on finite graphs

arXiv:2407.12677v5 Announce Type: replace Abstract: We establish that the bisimulation invariant fragment of MSO over finite transition systems is expressively equivalent over finite transition systems to modal mu-calcul…

arXiv (cs)1h ago
Dastawez Jahan-Numa

TC-RAG:Turing-Complete RAG's Case study on Medical LLM Systems

arXiv:2408.09199v2 Announce Type: replace Abstract: In the pursuit of enhancing domain-specific Large Language Models (LLMs), Retrieval-Augmented Generation (RAG) emerges as a promising solution to mitigate issues such a…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Keep Everyone Happy: Online Fair Division of Numerous Items with Few Copies

arXiv:2408.12845v3 Announce Type: replace Abstract: This paper considers a novel variant of the online fair division problem involving multiple agents in which a learner sequentially observes an indivisible item that mus…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Adaptive Collision Sensitivity for Efficient and Safe Human-Robot Collaboration

arXiv:2409.20184v3 Announce Type: replace Abstract: What is considered safe for a robot operator during physical human-robot collaboration (HRC) is specified in corresponding HRC standards (e.g., ISO 10218-2:2025). The r…

arXiv (cs)1h ago
Dastawez Jahan-Numa

C-DiffSET: Leveraging Latent Diffusion for SAR-to-EO Image Translation with Confidence-Guided Reliable Object Generation

arXiv:2411.10788v4 Announce Type: replace Abstract: Synthetic Aperture Radar (SAR) imagery provides robust environmental and temporal coverage (e.g., during clouds, seasons, day-night cycles), yet its noise and unique st…

arXiv (cs)1h ago
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