Mathis Randl

PhD student, IC, EPFL

Joined

January 2026

Mathis Randl (Preferred)

****@epfl.ch (Confirmed)

PhD student

IC, EPFL (epfl.ch)

2024 – 2028

PhD Advisor

Anne-Marie Kermarrec

2024 – 2028

vector search

2024 – Present

databases

2024 – Present

baremetal

2024 – Present

Catapults to the Rescue: Accelerating Vector Search by Exploiting Query Locality
Sami Abuzakuk, Anne-Marie Kermarrec, Rafael Pires, Mathis Randl, Martijn de Vos
- CoRR 2026
- Readers: Everyone
Effective LoRA Adapter Routing using Task Representations
Akash Balasaheb Dhasade, Anne-Marie Kermarrec, Igor Pavlovic, Diana Petrescu, Rafael Pires, Mathis Randl, Martijn de Vos
- CoRR 2026
- Readers: Everyone
Leveraging Approximate Caching for Faster Retrieval-Augmented Generation
Shai Bergman, Anne-Marie Kermarrec, Diana Petrescu, Rafael Pires, Mathis Randl, Martijn de Vos, Ji Zhang
- Crossref
- Readers: Everyone
Leveraging Approximate Caching for Faster Retrieval-Augmented Generation
Shai Aviram Bergman, Zhang Ji, Anne-Marie Kermarrec, Diana Petrescu, Rafael Pires, Mathis Randl, Martijn de Vos
- Crossref
- Readers: Everyone
Efficient Federated Search for Retrieval-Augmented Generation
Rachid Guerraoui, Anne-Marie Kermarrec, Diana Petrescu, Rafael Pires, Mathis Randl, Martijn de Vos
- Crossref
- Readers: Everyone
Leveraging Approximate Caching for Faster Retrieval-Augmented Generation
Shai Bergman, Ji Zhang, Anne-Marie Kermarrec, Diana Petrescu, Rafael Pires, Mathis Randl, Martijn de Vos
- CoRR 2025
- Readers: Everyone
Leveraging Approximate Caching for Faster Retrieval-Augmented Generation
Shai Aviram Bergman, Ji Zhang, Anne-Marie Kermarrec, Diana Petrescu, Rafael Pires, Mathis Randl, Martijn de Vos
- EuroMLSys 2025
- Readers: Everyone