2 papers
cs.CL2025
Characterizing Deep Research: A Benchmark and Formal Definition
Abhinav Java, Ashmit Khandelwal, Sukruta Midigeshi +6
Information tasks such as writing surveys or analytical reports require complex search and reasoning, and have recently been grouped under the umbrella of \textit{deep research} --…
cs.LG2023
Improved Outlier Robust Seeding for k-means
Amit Deshpande, Rameshwar Pratap
The -means is a popular clustering objective, although it is inherently non-robust and sensitive to outliers. Its popular seeding or initialization called -means++ uses $D^{2…