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Dastawez Jahan-Numa

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1353 stories

Public health and medicine worldwide — sourced from WHO News.

Dastawez Jahan-Numa

Automated Event Log Generation from Unstructured Text Using Finetuned LLMs

arXiv:2609.01320v1 Announce Type: new Abstract: Process mining (PM) provides a powerful framework for discovering and optimizing operational processes from event data. However, the efficacy of PM techniques is strictly p…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Exploring Sparse Autoencoders in Text-Based Causal Confounding Adjustment

arXiv:2609.01322v1 Announce Type: new Abstract: In many settings, studying causal questions based on text data requires adjusting for confounding information within texts. Yet there is a tradeoff in constructing text rep…

arXiv (cs)1h ago
Dastawez Jahan-Numa

VerTox: Verifiable Reward-Guided Corpus Poisoning Against Neural Ranking Models

arXiv:2609.01325v1 Announce Type: new Abstract: Neural ranking models have become core components of modern information retrieval systems and important building blocks of AI systems such as retrieval-augmented generation…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Hidden Services Protocol for Mixnets

arXiv:2609.01326v1 Announce Type: new Abstract: Mix networks (mixnets) provide network-level privacy by routing each communication packet through a sequence of intermediaries, called mixnodes, that randomly delay and cry…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Connectome-Based Modelling Reveals Orientation Maps in the Drosophila Optic Lobe

arXiv:2609.01330v1 Announce Type: new Abstract: The ability to extract oriented edges from visual input is a core computation across animal vision systems. Orientation maps, long associated with the layered architecture …

arXiv (cs)1h ago
Dastawez Jahan-Numa

Bandits in Prod: Hyperparameter Optimization at Inference Time

arXiv:2609.01335v2 Announce Type: new Abstract: Many production systems can assess a configuration only by using it on live requests and observing noisy feedback. Modern agentic systems are a prominent example, with infe…

arXiv (cs)1h ago
Dastawez Jahan-Numa

LEAP: Likelihood Elicitation and Aggregation for LLM-based Probabilistic Forecasting

arXiv:2609.01337v1 Announce Type: new Abstract: LLM-based forecasting systems have improved on real-world tasks such as financial markets and sports outcomes, largely through stronger search and tool use. Many systems st…

arXiv (cs)1h ago
Dastawez Jahan-Numa

mzCache: On-Device LLM Memory Management under Multitasking

arXiv:2609.01338v1 Announce Type: new Abstract: On-device mobile Large Language Model (LLM) inference is gaining significant attention. However, mobile devices operate in highly dynamic multitasking environments where us…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Integrating Traffic Noise Emission Modelling into Variable Speed Limit Control

arXiv:2609.01339v1 Announce Type: new Abstract: Road traffic noise remains a major environmental challenge, yet most speed management strategies are static and do not respond to short-term variations in traffic noise emi…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Probing Factual Knowledge Transfer with Training Data Interventions

arXiv:2609.01341v1 Announce Type: new Abstract: Do multilingual language models transfer factual knowledge across languages during continued pretraining, or do they mostly recall facts learned directly from the target-la…

arXiv (cs)1h ago
Dastawez Jahan-Numa

SMELT: Scaling Laws for Compute-Matched MoE Looped Transformers

arXiv:2609.01343v1 Announce Type: new Abstract: Looped Transformers increase effective depth by iterating a shared block of layers, but most evaluations compare at fixed model size, conflating architectural advantage wit…

arXiv (cs)1h ago
Dastawez Jahan-Numa

ExBind: A Controlled Diagnostic Benchmark for Visual-to-Executable Correspondence

arXiv:2609.01344v1 Announce Type: new Abstract: Multimodal coding and editing systems must map a visible or semantic referent to the exact executable object that can be edited. A wrong reference may select a valid but in…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Cheap Verifiers, Large Blind Spots: Measuring the Reliability Cost of Cost-Saving Cascades

arXiv:2609.01345v1 Announce Type: new Abstract: Inference cascades cut cost by answering most queries with a cheap model and escalating a hard tail to a frontier model that acts as verifier. A natural extension closes th…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Collision-based logic in Lenia and its composition boundary

arXiv:2609.01348v1 Announce Type: new Abstract: Continuous cellular automata such as Lenia spontaneously produce lifelike, self-propelling patterns, including the Orbium glider, which travels in a straight line while pul…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Constructive Port-Hamiltonian Energy Shaping Design of Dispatchable Virtual Oscillators in Grid-Forming Converters

arXiv:2609.01349v1 Announce Type: new Abstract: Port-Hamiltonian (PH) theory offers a passivity-based framework for grid-forming control, yet conventional dispatchable virtual oscillator control (dVOC) does not naturally…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Scalable Rao-Blackwellized Online Planning for High-Dimensional POMDPs

arXiv:2609.01351v1 Announce Type: new Abstract: Online planning under uncertainty remains a fundamental challenge for robotic systems operating in partially observable environments with high-dimensional state spaces. Whi…

arXiv (cs)1h ago
Dastawez Jahan-Numa

CHARM: Character Hallucination for Multicultural Role Play Benchmark

arXiv:2609.01352v1 Announce Type: new Abstract: Role-playing large language models (LLMs) are expected to adopt a character's style while also respecting that character's knowledge boundaries. Prior evaluations detect ch…

arXiv (cs)1h ago
Dastawez Jahan-Numa

SymFold: Synergizing Evolutionary and Structural Priors for Accurate Protein Inverse Folding

arXiv:2609.01353v1 Announce Type: new Abstract: Protein inverse folding aims to recover amino acid sequences for a given 3D protein structure, underpinning broad applications such as enzyme engineering and drug discovery…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Where the Verifier Fails: A Category-Level Audit of Reward Signals in RLVR

arXiv:2609.01354v1 Announce Type: new Abstract: Reinforcement learning with verifiable rewards (RLVR) and standard benchmark evaluation both rely on an automatic verifier that turns a free text answer into a binary rewar…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Exact Risk-Complexity Laws for Projective Boundaries in Scenario Optimization and Distribution-Free Certification

arXiv:2609.01355v1 Announce Type: new Abstract: Scenario optimization, conformal prediction, and related distribution-free certification methods use finite samples to construct decisions or prediction sets with violation…

arXiv (cs)1h ago
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