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Supreme Court updates recusals process
The Supreme Court on Tuesday revealed that it has put new software in place to “assist in identifying potential conflicts” of interest for the justices. In a press release issued […]The postSupreme Court updates recusals processappeared first onSCOTUSblog.
The anticipated criminal law decisions and arguments for the rest of this term
ScotusCrim is a recurring series by Rory Little focusing on intersections between the Supreme Court and criminal law. Today’s column is my busman’s holiday project: providing nerd-like numbers and information […]The postThe anticipated criminal law decisions and arguments for the...
Supreme Court to hear arguments on confiscations by Cuban government
It has been more than 65 years since Cuba’s communist government came to power and confiscated large swaths of assets owned by U.S. businesses in Cuba. On Monday, the Supreme […]The postSupreme Court to hear arguments on confiscations by Cuban...
SCOTUStoday for Wednesday, February 18
Justice Anthony Kennedy joined the court on this day in 1988. He served for slightly more than 30 years, retiring on July 31, 2018. SCOTUS Quick Hits Morning Reads A […]The postSCOTUStoday for Wednesday, February 18appeared first onSCOTUSblog.
STATe-of-Thoughts: Structured Action Templates for Tree-of-Thoughts
arXiv:2602.14265v1 Announce Type: new Abstract: Inference-Time-Compute (ITC) methods like Best-of-N and Tree-of-Thoughts are meant to produce output candidates that are both high-quality and diverse, but their use of high-temperature sampling often fails to achieve meaningful output diversity. Moreover, existing ITC...
Advancing Analytic Class-Incremental Learning through Vision-Language Calibration
arXiv:2602.13670v1 Announce Type: new Abstract: Class-incremental learning (CIL) with pre-trained models (PTMs) faces a critical trade-off between efficient adaptation and long-term stability. While analytic learning enables rapid, recursive closed-form updates, its efficacy is often compromised by accumulated errors and feature...
Fast Physics-Driven Untrained Network for Highly Nonlinear Inverse Scattering Problems
arXiv:2602.13805v1 Announce Type: new Abstract: Untrained neural networks (UNNs) offer high-fidelity electromagnetic inverse scattering reconstruction but are computationally limited by high-dimensional spatial-domain optimization. We propose a Real-Time Physics-Driven Fourier-Spectral (PDF) solver that achieves sub-second reconstruction through spectral-domain dimensionality reduction. By...
AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning
arXiv:2602.13807v1 Announce Type: new Abstract: Time series anomaly detection is critical in many real-world applications, where effective solutions must localize anomalous regions and support reliable decision-making under complex settings. However, most existing methods frame anomaly detection as a purely discriminative...
Pawsterior: Variational Flow Matching for Structured Simulation-Based Inference
arXiv:2602.13813v1 Announce Type: new Abstract: We introduce Pawsterior, a variational flow-matching framework for improved and extended simulation-based inference (SBI). Many SBI problems involve posteriors constrained by structured domains, such as bounded physical parameters or hybrid discrete-continuous variables, yet standard flow-matching...
Proceedings of Machine Learning Research | The Proceedings of Machine Learning Research (formerly JMLR Workshop and Conference Proceedings) is a series aimed specifically at publishing machine learning research presented at workshops and conferences. Each volume is separately titled and associated with a particular workshop or conference. Volumes are published online on the PMLR web site. The Series Editors are Neil D. Lawrence and Mark Reid.
The Proceedings of Machine Learning Research (formerly JMLR Workshop and Conference Proceedings) is a series aimed specifically at publishing machine learning research presented at workshops and conferences. Each volume is separately titled and associated with a particular workshop or conference....
A return to the separation of powers
Please note that SCOTUS Outside Opinions constitute the views of outside contributors and do not necessarily reflect the opinions of SCOTUSblog or its staff. In recent years, the Supreme Court has gradually […]The postA return to the separation of powersappeared...
The art of the circuit split: an explainer
In their petitions for review, litigants spell out – in detail – why the Supreme Court should take up their case. These petitions can cover a wide range of topics, […]The postThe art of the circuit split: an explainerappeared first...
SCOTUStoday for Tuesday, February 17
One of the goals of this newsletter is to demystify the work of the Supreme Court. To that end, we’ve published Closer Looks about why the justices wear black robes, […]The postSCOTUStoday for Tuesday, February 17appeared first onSCOTUSblog.
A Not Too Collaborative Constitution? Collaboration as Constitutional Value Versus Model
Constitutional scholarship in recent years has seen a proliferation of ‘isms’ – or the rise of constitutional ideas ‘with adjectives’. Beneath the current trend toward ‘adjectival constitutionalism’ also lie different understandings of constitutionalism as a topic, model, mode of change...
Making Rights Fundamental: The 2022 Amendment to the 1998 ILO Declaration on Fundamental Principles and Rights at Work and its Radical Implications
What makes a right fundamental, and how does it achieve this status? This article critically examines these questions through a detailed analysis of the 2022 amendment to the 1998 ILO Declaration, which recognised the right to a safe and healthy...