Debolezza sistemica: Un'analisi empirica del test traballante concomitante Fallimenti
I test instabili producono risultati incoerenti senza modifiche al codice, creating major challenges for software developers. An industrial case study reported that developers spend 1.28% of their time repairing flaky tests at a monthly cost of $2,250. We discovered that flaky tests often exist...
Quadro di valutazione per i sistemi di IA in “il selvaggio”
IA generativa (GenAI) i modelli sono diventati vitali in tutti i settori, yet current evaluation methods have not adapted to their widespread use. Traditional evaluations often rely on benchmarks and fixed datasets, frequently failing to reflect real-world performance, which creates a gap between lab-tested outcomes...
Regressione lineare utilizzando covariate con valori di Hilbert-Space con sconosciuto Riproduzione del kernel
We present a new method of linear regression based on principal components using Hilbert-space-valued covariates with unknown reproducing kernels. We develop a computationally efficient approach to estimation and derive asymptotic theory for the regression parameter estimates under mild assumptions. We demonstrate the...
Miglioramento dell'effetto di deformazione sulla scissione di Rashba e sulla diffusione dei fononi Prestazioni termoelettriche del bistrato eterobidimensionale MoTe$_{2}$/PtS$_{2}$
Rashba spin-orbit coupling significantly modifies the electronic band structure in two-dimensional (2D) van der Waals (vdW) eterobistrati, which may enhance their thermoelectric (IL) proprietà. In questo studio, we use first-principles calculations and Boltzmann transport theory to explore the strain effect on the...
Grafico2Nav: 3D Generazione di grafici di relazioni tra oggetti per la navigazione del robot
We propose Graph2Nav, a real-time 3D object-relation graph generation framework, for autonomous navigation in the real world. Our framework fully generates and exploits both 3D objects and a rich set of semantic relationships among objects in a 3D layered scene graph, Quale...
MOOSComp: Improving Lightweight Long-Context Compressor via Mitigating Over-Smoothing and Incorporating Outlier Scores
Recent advances in large language models have significantly improved their ability to process long-context input, but practical applications are challenged by increased inference time and resource consumption, particularly in resource-constrained environments. Per affrontare queste sfide, we propose MOOSComp, a token-classification-based long-context compression...
Toroidal black holes in four dimensions
From a purely geometric (kinematic) perspective, black holes in four dimensional spacetimes can have event horizons with arbitrary topologies. It is only when energy conditions are imposed that the horizon’s shape is constrained to be spherical. Despite this, exploring exotic horizon topologies...
Radiometer Calibration using Machine Learning
Radiometers are crucial instruments in radio astronomy, forming the primary component of nearly all radio telescopes. They measure the intensity of electromagnetic radiation, converting this radiation into electrical signals. A radiometer’s primary components are an antenna and a Low Noise Amplifier (LNA),...
Preemption Aware Task Scheduling for Priority and Deadline Constrained DNN Inference Task Offloading in Homogeneous Mobile-Edge Networks
This paper addresses the computational offloading of Deep Neural Networks (DNN) to nearby devices with similar processing capabilities, to avoid the larger communication delays incurred for cloud offloading. We present a preemption aware scheduling approach for priority and deadline constrained task offloading...
A self-avoiding curve associated with sums of digits
For each $n\in N ^{\ast }$, we write $s_{N}=\left( 1,\ldots ,1,0\Giusto) $ with $n$ times $1$. For each $a \in N$, we consider the binary representation $\left( a_{io}\Giusto) _{i\in -N }$ of $a$ with $a_{io}=0$ for nearly each $i$; we denote by...