“The benchmark demands a lot of model's visual reasoning: they must mentally rotate pieces, count coordinates properly, keep track of each piece's starred square, and determine the relationship between different pieces on the board.”

“N/A”

“The paper develops an approximate Stein's Unbiased Risk Estimator (SURE) for the average mean squared error and establishes asymptotic optimality and regret bounds for a class of machine learning-assisted linear shrinkage estimators.”

“Tree-based ensemble methods, including Random Forest and XGBoost, proved inherently robust to this violation, achieving an R-squared of 0.765 and RMSE of 0.731 logP units on the test set.”

“The construction makes it possible to design infinite families of graphs on which exact and stable completion is possible for every fixed rank matrix through the sum-of-squares hierarchy.”

“Cube particles form a simple square assembly, overcoming lattice/topology incompatibility, and maximize entropy by distributing eight three-fold defects evenly on the sphere.”

“The paper identifies the tangent map with the dual HKR map and proves liftability along square-zero extensions to be a derived invariant.”

“itePGDK outperformed these methods in these metrics. Particularly in short duration frames, itePGDK presents less bias and less artifacts in fast kinetics organs uptake compared with DeepKernel.”

“PointRAFT achieved a mean absolute error of 12.0 g and a root mean squared error of 17.2 g, substantially outperforming a linear regression baseline and a standard PointNet++ regression network.”

“Assuming the Generalized Riemann Hypothesis, we obtain a new Omega result.”

“The study demonstrates that two-nucleon spatial correlations, specifically the pair-number operator and the square-separation operator, encode important details of the halo structure of 6He.”

“The paper aims to achieve square-root cancellation in short sums of trace functions under specific conditions.”

“The paper derives least squares estimators for the drift, diffusion, and jump-diffusion coefficients and establishes their asymptotic rate of convergence.”

“Bridge-TS reaches a new record of imputation accuracy in terms of mean square error and mean absolute error, demonstrating the superiority of improving prior for generative time series imputation.”

“The paper establishes upper bounds on the suboptimality gap in both offline and online settings for private and robust alignment.”

“Achieving an accuracy (< 1.25) of 98.1% and reducing Squared Relative Error by over 17% compared to established baselines.”

“Incorporating scale gap metadata substantially improved the predictive performance of LLMs, with Gemini Stage 2 achieving the highest accuracy, with a mean absolute error of 5.43 cm, root mean square error of 8.58 cm, and R squared of 0.84 under optimal image conditions.”

“GrainGNet reduces the mean squared error by 62.8% compared to the baseline graph U-Net model, with only a 5.2% increase in parameter count and an approximately sevenfold improvement in training efficiency.”

“The analysis of all the data suggests that the anomalous CSL is not continuously connected to the high-frequency CSL.”

“OLS can withstand up to $k \ll \sqrt{np}/\log n$ sample removals while remaining robust and achieving the same error rate.”

“Including climate-related variables improves predictive accuracy across all models, with extremely randomized trees achieving the lowest root mean squared error (RMSE).”

“Modified 3D Inception architectures achieved the best overall performance, with a root mean squared error (RMSE) of 6.79%.”

“It's more like a fashion accessory than a practical tool.”

“The paper verifies Sierpinski's Hypothesis H1 for the first $n \leq 4,553,432,387$ and demonstrates partial results for larger n, such as at least one quarter of the rows containing a prime.”

“"I observed numerous small square symbols (⧈) embedded within the generated text. I’m trying to determine whether these characters correspond to hidden control tokens, or metadata artifacts introduced during text generation or encoding."”

“At a 70-day forecast horizon, the proposed TimeXer-Exog model achieves a mean squared error (MSE) 1.08e8, outperforming the univariate TimeXer baseline by over 89 percent.”

“The surrogate achieves sub angstrom level accuracy within the training horizon and exhibits stable behavior during short- to mid-horizon temporal extrapolation.”

“Solutions to both problems are given by the minimax designs, with appropriately chosen values of their tuning constant.”

“The excitation velocities can be calculated from the knowledge of the matrices of compressibility and the Drude weights, as their squares are the eigenvalues of the product of the two matrices.”

“”

“PALB exhibits empirical log-linear scaling.”

“When stability holds, the ordinary least-squares estimator satisfies a central limit theorem, and classical Wald-type confidence intervals -- designed for i.i.d. data -- become asymptotically valid even under adaptation, \emph{without} incurring the $\\sqrt{d \\log T}$ price of adaptivity.”

“The new integrations join other services like Yelp, Uber, OpenTable and others.”

“”

“Without the full article, a specific quote cannot be provided. However, the article likely contains technical details about the semantic model, its architecture, and its performance within the SKA context.”

“The article's context provides no specific key fact.”

“The research focuses on galactic center pulsars and the SKAO.”

“The article's focus is on spectral analysis of HD-PLS.”

“The article's topic is related to Low-rank MMSE filters, Kronecker-product representation, and regularization.”

“astroCAMP is a community benchmark and co-design framework.”

“”

“The research focuses on an AI agent assisting with source finding within SKA-SDC2 using SoFiA-2.”

“Studio Ghibli, Bandai Namco, and Square Enix are making demands.”

“the final learned representations are simply given by PCA.”

“Users can generate videos up to 1080p resolution, up to 20 sec long, and in widescreen, vertical or square aspect ratios.”

“We review Trump’s fascist clown show rally at Madison Square Garden over the weekend, and discuss its potential impacts on the final week of the race.”

“The episode covers a wide range of topics related to investing and current events.”

“Will looks at a trio of pieces from the New York Times that appear to be buttering up the readership to place the blame squarely on those least responsible, plus time well-spent on a profile of the most annoying people on Earth!”

“We explore how they manage their vast portfolio of projects, and how having an ML and technology focus at the outset of the company has contributed to their success, tips and best practices for internal democratization of ML, and much more.”

“The episode covers topics like machine learning at Square, the future of the digital economy, and cryptocurrency.”