IEEE

NNC: A Nearest Neighbors Constraint-based Metric Learning for Multivariate Time Series Classification

Abstract: Multivariate time series (MTS) classification has gained significant attention as a prominent research area in recent years. Studies using Mahalanobis distance-based dynamic time warping ...
GitHub

Flash Attention with Sink — GPT-OSS 20B Attention Implementation

flash-attention-with-sink implements an attention variant used in GPT-OSS 20B that integrates a "sink" step into FlashAttention. This repo focuses on the forward path and provides an experimental ...
GitHub

A fast approximate nearest neighbor search library for Go

Hann is a high-performance approximate nearest neighbor search (ANN) library for Go. It provides a collection of index data structures for efficient similarity search in high-dimensional spaces.
IEEE

Enhanced Kernel k-Nearest Neighbors Regression with Backward Feature Selection

Abstract: This study presents an enhanced kernel $\boldsymbol{k}$-nearest neighbors regression method that incorporates backward feature selection to improve prediction accuracy. The Gaussian, ...
WMBB

HBO and A24’s ‘Neighbors’ spotlights Walton County beach feud

WALTON COUNTY, Fla. (WMBB) – A new HBO and A24 TV series has shed light on the private beach controversy in Walton County. The reality show “Neighbors,” directed by Harrison Fishman and Dylan Redford, ...
Today

The Message of Hope Nancy Guthrie’s Neighbors Are Sending With Yellow Ribbons and Flowers

Amid the ongoing search for Savannah Guthrie’s 84-year-old mother, her neighbors are sending their support to the family in a touching way. This week, residents of Catalina Foothills, outside of ...
IndieWire

‘Neighbors’ Review: Josh Safdie’s Sad HBO Comedy Exacerbates the Problem It’s Documenting

Directors Harrison Fishman and Dylan Redford's documentary series studies heated conflicts between bizarre neighbors across America, but its gaping depictions of oblivious subjects tend to encourage ...
CNBC

K-shaped economy looks more like 'jaws of a crocodile,' economist says: What's widening the gap

The National Foundation for Credit Counseling predicts financial stress will reach an all-time high in the first quarter of this year. While spending growth for higher-income Americans remained stable ...
Slate

HBO and A24’s New Show Is Alternately Hilarious, Jaw-Dropping, and Terrifying

HBO’s new docuseries Neighbors is billed, at least in some quarters, as a comedy, but it’s the most sobering non-news content I’ve seen on my TV in a while. Created by Harrison Fishman and Dylan ...
The New York Times

‘Neighbors’ Review: One Battle After Another

A quirky HBO docuseries about small-scale feuds is the latest pop-culture portrait of a country full of tiny civil wars. By James Poniewozik James Poniewozik is the chief television critic of The New ...
The New York Times

In ‘Neighbors,’ the Golden Rule Is ‘Get Off My Lawn’

An HBO docuseries explores neighborly drama in a well-armed and hyper-online America. In an interview, the directors considered what it all means. Credit... Supported by By Austin Considine Visuals by ...