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cs.DB2025
LakeVilla: A Modular and Non-Invasive Toolbox for Lakehouse Transactions
Tobias Götz, Daniel Ritter, Jana Giceva
Data lakehouses (LHs) are at the core of current cloud analytics stacks by providing elastic, relational compute on data in cloud data lakes across vendors. For relational semantic…
cs.LG2025
M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models
Junxiong Wang, Wen-Ding Li, Daniele Paliotta +3
Effective reasoning is crucial to solving complex mathematical problems. Recent large language models (LLMs) have boosted performance by scaling test-time computation through long…