One reason more than 50,000 customers across industries choose MongoDB is the freedom to run anywhere—across major cloud providers, on-premises…
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Migrating MongoDB workloads from on-premises solutions or other cloud platforms to MongoDB Atlas on Azure has never been simpler, thanks…
Amazon Aurora Limitless is a database solution that grows and shrinks vertically and horizontally with the current workload requirements. It’s…
Migrating an Oracle application and its underlying database to the cloud can be inherently complex. Complexity is significantly amplified by…
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This paper considers the learning of logical (Boolean) functions with a focus on the generalization on the unseen (GOTU) setting,…
This paper was accepted at the Self-Supervised Learning – Theory and Practice (SSLTP) Workshop at NeurIPS 2024. Image-based Joint-Embedding Predictive…
This paper was accepted at the Efficient Natural Language and Speech Processing (ENLSP) Workshop at NeurIPS 2024. Tensor parallelism provides…
Drug discovery is a costly, lengthy process with high failure rates, as only one viable drug typically emerges from a…
Large Language Models (LLMs) have advanced exponentially since the last decade. However, LLMs still need to improve regarding deployment and…
Foundation models (FMs) and large language models (LLMs) are revolutionizing AI applications by enabling tasks such as text summarization, real-time…
The rapid expansion of data in today’s era has brought with it both possibilities and difficulties. Businesses handle and use…
Effective lesson structuring remains a critical challenge in educational settings, particularly when conversations and tutoring sessions need to address predefined…
Log-based anomaly detection has become essential for improving software system reliability by identifying issues from log data. However, traditional deep…
Using large language models (LLMs) has revolutionized artificial intelligence applications, enabling breakthroughs in natural language processing tasks like conversational AI,…