“Compared with the kinetic Langevin sampling algorithm, the proposed algorithm exhibits a higher contraction rate in the asymptotic time regime.”

“This article explains the basic mechanisms of RAG using sample code.”

“A small number of samples can poison LLMs of any size.”

“By selectively flipping a fraction of samples from...”

“An intellectual property lawyer says OpenAI is "putting itself at great risk" with this approach.”

“RAG（Retrieval-Augmented Generation）は、大規模言語モデルに外部知識を与えて回答精度を高める技術です。”

“A tool for spotting pancreatic cancer in routine CT scans has had promising results, one example of how China is racing to apply A.I. to medicine's tough problems.”

“「AIへの肯定的な態度」も要因のひとつである可能性が示されました。”

“The article highlights the model's ability to sample a move distribution instead of crunching Stockfish lines, and its 'Stockfish-trained' nature, meaning it imitates Stockfish's choices without using the engine itself. It also mentions temperature sweet-spots for different model styles.”

“The author is working on a disease prediction model with a small tabular dataset and is questioning the feasibility of using classical ML techniques.”

“Pixel Art, A pixelated image of a space astronaut floating in zero gravity. The astronaut is wearing a white spacesuit with orange stripes. Earth is visible in the background with blue oceans and white clouds, rendered in classic 8-bit style.”

“"Cloudflare Workers AI is an AI inference service that runs on Cloudflare's edge. You can use open-source models such as Llama 3 and Mistral at a low cost with pay-as-you-go pricing."”

“B-Trans effectively leverage the wisdom of crowds, yielding superior semantic diversity while achieving better task performance compared to deterministic baselines.”

“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.”

“ResponseRank robustly learns preference strength by leveraging locally valid relative strength signals.”

“DLMs augmented with polynomial-length chain-of-thought (CoT) can simulate any parallel sampling algorithm using an optimal number of sequential steps.”

“The paper proposes using the gradient cosine similarity of low-confidence examples to predict data efficiency based on a small number of labeled samples.”

“The proposed sampler consistently improves sample quality under the same NFE budget and can be competitive with, and sometimes outperform, state-of-the-art higher-order samplers.”

“The introduction of a transformation strain limit, beyond which the material is fully martensitic and behaves elastically, leading to a distinctive behavior in which the region of localized damage widens, yielding a delay of fracture.”

“”

“BatteryAgent effectively corrects misclassifications on hard boundary samples, achieving an AUROC of 0.986, which significantly outperforms current state-of-the-art methods.”

“Generative AI usage is becoming commonplace, but quality and context are key challenges.”

“The paper introduces a new dataset named "FireRescue" and proposes an improved model named FRS-YOLO.”

“The LLM-based extractor achieves higher accuracy with fewer labeled samples, whereas the Sentence-BERT with SVM classifiers provides significantly lower latency suitable for real-time operation.”

“CLoRA strikes a better balance between learning performance and parameter efficiency, while requiring the fewest GFLOPs for point cloud analysis, compared with the state-of-the-art methods.”

“DARFT suppresses strong distractors and sharpens decision boundaries without additional supervision.”

“The paper proposes a novel sparse-penalization framework for high-dimensional Pconf classification.”

“The paper demonstrates that implicit score matching achieves the same rates of convergence as denoising score matching and allows for Hessian estimation without the curse of dimensionality.”

“Rectangular samples with $L_x eq L_y$ host a finite spin polarization, which vanishes in the symmetric limit $L_x=L_y$ and in the thermodynamic limit.”

“This article discusses the use of Gemini 2.5 Flash for image segmentation, focusing on identifying and isolating objects within an image.”

“BSD consistently yields higher test accuracy (e.g. +1.4% for ResNet-50 on CIFAR-100) and significantly lower Expected Calibration Error (ECE) (-40% ResNet-50, CIFAR-100) than existing architecture-preserving self-distillation methods.”

“The modular reduction allows us to exploit any SLC sampling algorithm in order to traverse the backwards path, and we establish novel guarantees with short proofs for both uni-modal and multi-modal densities.”

“GARDO's key insight is that regularization need not be applied universally; instead, it is highly effective to selectively penalize a subset of samples that exhibit high uncertainty.”

“The paper establishes $ ilde{O}(\varepsilon^{-2})$ and $O(\varepsilon^{-2})$ sample complexities for achieving average-time and last-iterate $\varepsilon$-optimality, respectively.”

“ROAD achieved a 5.6 percent increase in success rate and a 3.8 percent increase in search accuracy within just three automated iterations.”

“The conductivity exhibits heavy-tailed fluctuations characterized by a power-law decay with exponent $α\approx 2.3$--$2.5$, indicating a finite mean but a divergent variance.”

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

“The findings reveal a surprising dichotomy: while the number of samples needed to accurately tilt a bounded random vector increases polynomially in the tilt amount, it increases at a super polynomial rate for unbounded distributions.”

“The paper claims an enhanced convergence rate of order $\mathcal{O}(h)$ in the $L^2$-Wasserstein distance, significantly improving the existing order-half convergence.”

“The paper proposes a variant of the SAC algorithm that parameterizes the policy with flow-based models, leveraging their rich expressiveness.”

“The model provides amortized predictions of conditional distributions over any arbitrary points in the data. Compared to previous NP models, our model is simple to implement and can be used to sample from conditional distributions using an ODE solver, without requiring auxiliary conditioning methods.”

“The paper derives a fundamental identity that connects the (path-) derivative of a (possibly) non-Euclidean energy score to the score of the noisy marginal.”

“Bellman calibration requires that states with similar predicted long-term returns exhibit one-step returns consistent with the Bellman equation under the target policy.”

“Our method achieves positive $R^2$ during the Gulf War recession while benchmarks are negative, and improves $R^2$ in absolute terms by at least 80bps during the 2001 recession as well as superior performance during the 2008 Financial Crisis.”

“The kinetic dependence of the phase transition on dose rate shows that the time between SmA-N and N-I shortens with increasing rate, revealing the hypothesis that a higher electron dose rate increases the energy dissipation rate, leading to substantial heat generation in the sample.”

“The PMTC model simultaneously leverages a characteristics tensor and a return matrix to identify latent asset groups.”

“Our method uses geometry-driven path augmentation, guided by the geometry in the system's invariant density to reconstruct likely trajectories and infer the underlying dynamics without assuming specific parametric models.”

“TV-RAG realizes a dual-level reasoning routine that can be grafted onto any LVLM without re-training or fine-tuning.”

“The HiR framework employs a select-then-rewrite strategy to replay failed attempts as successes based on the constraints that have been satisfied in hindsight.”

“The paper presents the first images of the thermal jets towards four targets in our sample.”