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Klemens Bohm

2 papers hereh-index 211.4k citations98 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • last author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2

identity via Semantic Scholar / OpenAlex

most citedEfficient Subspace Search in Data Streams

7 citations · 8 across the 2 of their papers we have counts for

collaborators

3 papers

cs.CL2024

SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading

Tu Anh Dinh, Carlos Mullov, Leonard Bärmann +15

With the rapid development of Large Language Models (LLMs), it is crucial to have benchmarks which can evaluate the ability of LLMs on different domains. One common use of LLMs is…

cs.LG2020★ 7 cited

Efficient Subspace Search in Data Streams

Edouard Fouché, Florian Kalinke, Klemens Böhm

In the real world, data streams are ubiquitous -- think of network traffic or sensor data. Mining patterns, e.g., outliers or clusters, from such data must take place in real time.…

cs.LG2020★ 1 cited

Efficient SVDD Sampling with Approximation Guarantees for the Decision Boundary

Adrian Englhardt, Holger Trittenbach, Daniel Kottke +2

Support Vector Data Description (SVDD) is a popular one-class classifiers for anomaly and novelty detection. But despite its effectiveness, SVDD does not scale well with data size.…

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