Dr. Bernhard Schölkopf

Professor

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Biography

Bernhard Schölkopf is a full professor in the Department of Computer Science at ETH Zurich. His research interests focus on machine learning and empirical inference, where he has made significant contributions to the understanding and development of algorithms and methods that drive advancements in artificial intelligence. With a robust academic background, Schölkopf has authored or co-authored numerous influential papers in the field, which have shaped the current understanding of machine learning's role in various applications. His work not only pertains to theorizing about statistical methods but also emphasizes practical implications and developments in real-world systems. As a leading figure in the academic community, he actively engages in collaborations and projects that bridge theoretical research and practical applications in computational sciences. Schölkopf is dedicated to educating the next generation of researchers through his teaching and mentorship in advanced topics surrounding machine learning.

Research Interests

Requirements for ETH Zurich

Master Program
Requirements
GPA Requirement
Required:3.4
IELTS
Overall
Required:7
TOEFL
Total
Required:100
GRE General
Verbal
Required:159
Verbal Percentile
Required:80
Quantitative
Required:168
Quantitative Percentile
Required:81
Analytical Writing
Required:4.5
Writing Percentile
Required:85
Prerequisites
Bachelor's degree in a related field (Engineering, Natural Sciences, or Mathematics) Minimum 180 ECTS credits Subject-specific knowledge equivalent to ETH Bachelor's programs
Application Checklist
  • Bachelor's degree diploma or transcript
  • Official academic transcripts
  • Curriculum Vitae (CV)
  • Letter of Motivation (1 page)
  • Two academic recommendation letters
  • English language proficiency certificate
  • GRE General Test (for non-EU/EFTA applicants)
Specialization Notes

The GRE is mandatory for students who did not obtain their Bachelor's degree in an EU/EFTA state. Some departments (e.g., Computer Science) have specific ECTS credit requirements in core subjects.