Latest AI/ML News
9894 articles · arXiv cs.LG
arXiv:2607.00691v2 Announce Type: replace Abstract: Black-box optimization is a fundamental tool in science and engineering for optimizing objectives…
arXiv:2606.31484v2 Announce Type: replace Abstract: Parallel thinking has enjoyed great success for boosting LLM performance on reasoning tasks withou…
arXiv:2606.28444v2 Announce Type: replace Abstract: Classical universal approximation theorems (UAT) establish the expressive power of sigmoidal multi…
arXiv:2606.26488v2 Announce Type: replace Abstract: Recursive reasoning models solve hard structured tasks with a few million parameters by iterating…
arXiv:2606.25760v2 Announce Type: replace Abstract: Computer-use agents turn vision-language model (VLM) predictions into executable GUI clicks, so re…
arXiv:2606.17010v2 Announce Type: replace Abstract: Heterogeneous Treatment Effect (HTE) identification is essential to explain the impact of an inter…
arXiv:2606.13603v2 Announce Type: replace Abstract: Chain-of-thought (CoT) reasoning is the dominant paradigm for inference-time scaling in language m…
arXiv:2606.13571v2 Announce Type: replace Abstract: Real-world time series are often highly incomplete and irregular due to sensor dormancy, transmiss…
arXiv:2606.09907v2 Announce Type: replace Abstract: Multimodal clinical learning is increasingly important for integrating diverse patient data, inclu…
arXiv:2606.01128v2 Announce Type: replace Abstract: Communication overhead is a crucial bottleneck in scalable distributed learning. While existing me…
arXiv:2606.00132v2 Announce Type: replace Abstract: While finetuning effectively adapts foundation models to specialized downstream tasks, it can degr…
arXiv:2605.28868v2 Announce Type: replace Abstract: Metagenomic taxonomic annotation is essential for interpreting complex microbial communities, yet…
arXiv:2605.28517v2 Announce Type: replace Abstract: Stochastic gradient descent with momentum (SGDM) is one of the most widely used optimization algor…
arXiv:2605.25663v2 Announce Type: replace Abstract: Black-box adversarial attacks that minimize only the ground-truth confidence suffer from class dri…
arXiv:2605.24477v2 Announce Type: replace Abstract: The Normalized Maximum Likelihood (NML) codelength, or stochastic complexity, represents a princip…
arXiv:2605.22743v2 Announce Type: replace Abstract: Parameter-efficient fine-tuning enables fast personalization of text-to-image diffusion models to…
arXiv:2605.22493v2 Announce Type: replace Abstract: Behavioral cloning becomes challenging when the same observation admits several valid actions. We…
arXiv:2605.21617v3 Announce Type: replace Abstract: Locating genomic features from genomic contact maps, such as centromere identification from genome…
arXiv:2605.20854v3 Announce Type: replace Abstract: We provide the first regret analysis of ReMax in stochastic multi-armed bandits. Originally introd…
arXiv:2605.20292v2 Announce Type: replace Abstract: Numerical time-series models effectively process irregular electronic health record (EHR) trajecto…