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Interpreting FCDNNs via RG on Exponential Family
arXiv:2606.00157v1 Announce Type: cross Abstract: We consider establishing the interpretability theory of deep learning through constructing a corresponding relationship between the renormalization group (RG) method in statistical physics and the training process of deep neural networks (DNNs). We have proved the constructed relationship using the one-dimensional Ising model as the input data. In this paper we generalize our results to the case of continuous input data, which is a necessary...
'Could've been murdered by contract killers if ...': Ex-TMC MP's big claim after quitting party
Days after exiting the Trinamool Congress, Sukhendu Sekhar Ray on Monday made explosive claims about the Mamata Banerjee-led party and her previous government in West Bengal. The former TMC leader likened his former party to a "party of thieves, rapists" and made the startling claim that he could have been "murdered by contract killers" had he quit during the RG Kar hospital row. His remarks come at a time when the Mamata Banerjee-led party, after ruling West Bengal for 15 years, is...
AWS whips out Graviton-powered Redshift instances, claims 7x speed for data warehouse
AWS has introduced Graviton-powered Redshift RG instances, claiming they can accelerate new query workloads by up to seven times. These instances offer significant performance improvements and cost efficiencies compared to previous generations, enabling Redshift to better handle increasing demands from AI agent workloads. The updated engine also allows users to run SQL analytics across both data warehouses and data lakes from a single platform.
HALO: Learning Human-Robot Collaboration via Heterogeneous-Agent Lyapunov Policy Optimization
Announce Type: replace Abstract: To improve generalization and resilience in human-robot collaboration (HRC), robots must contend with diverse combinations of human behaviors and contexts, motivating multi-agent reinforcement learning (MARL). However, inherent heterogeneity between robots and humans creates a rationality gap (RG), where decentralized policy updates deviate from cooperative joint optimization. The resulting learning problem is a general-sum differentiable game, so independent...
Anbernic's swiveling retro handheld will be available May 11
Anbernic's swiveling retro handheld will be available May 11 Anbernic's unique retro handheld console, the RG Rotate, will be available to order beginning on May 11. The portable machine includes a 1:1 swivel display that reminds me of an old-school T-Mobile Sidekick. The specs are decent, so this machine should be powerful enough to run PS1, Nintendo 64 and maybe even some GameCube games, in addition to titles from older consoles.
An Integrating Sphere Based Method for Quantifying RNA Encapsulation Efficiency in Lipid Nanoparticles without Lysis
Encapsulation efficiency (EE) is a critical quality attribute of lipid nanoparticle (LNP)-RNA formulations, determining the fraction of active RNA payload available for delivery and influencing therapeutic potency, dose accuracy, and product consistency. Conventional fluorescence-based EE assays, such as RiboGreen (RG), require detergent-mediated LNP lysis, which can introduce systematic bias arising from incomplete particle disruption and additional sample handling steps. Here, we report a...
ERP-XTTN: Interpretable Prototype-Guided Cross-Attention for Cross-Subject ERP Classification
arXiv:2606.02939v1 Announce Type: new Abstract: Interpretable brain-computer interface classifiers that generalize across subjects without calibration remain an open challenge. We test whether prototype-based cross-attention can provide competitive, interpretable event-related potential (ERP) classification under deployment-compatible conditions. We propose ERP-XTTN, a cross-attention architecture that routes input EEG patches to fixed difference-wave prototypes via query-key-only...
Another mutiny brewing? TMC turmoil reaches Parliament - what we know so far
Over a month after facing a drubbing in the West Bengal polls, Trinamool Congress appears to be experiencing a second wave of mutiny, with several party MPs reportedly submitting a letter to Lok Sabha Speaker Om Birla expressing their desire to support the BJP-led NDA. This comes days after Mamata Banerjee lost control over her party's legislature wing, as 58 TMC MLAs broke ranks with the leadership and backed Ritabrata Banerjee for the post of leader of opposition in the West Bengal...
Mutually Unbiased Bases for Variational Quantum Initialization: Basis-Union Optimality and Adaptive Family Search
arXiv:2605.16060v2 Announce Type: replace-cross Abstract: We study mutually unbiased bases (MUBs) as structured finite initialization and adaptation families for variational quantum algorithms. The main theoretical result is that, in every dimension admitting a complete set of MUBs, the complete MUB ensemble maximizes isotropic Gaussian random-Hamiltonian width among all unions of d+1 orthonormal bases in C^d. Equivalently, within this basis-union class, it gives the smallest expected...
Where's Waldo Library? Using Reverse IP Geolocation to Identify Library IPs
Announce Type: new Abstract: Community anchor institutions (CAIs), such as libraries, schools, and community centers, are critical for providing Internet access to un- or under-served individuals and communities. Because many of these institutions are themselves under-provisioned, analyzing the reliability and quality of their Internet service is important. Doing so at scale requires knowing the IP addresses of these institutions so that broadband measurement and policy evaluation can occur.