Sotabase

Career

· PhD Student, University of Cambridge - Computer Laboratory2026–

Publications (26)

Pre-training via Denoising for Molecular Property Prediction
International Conference on Learning Representations · 2022
150
cited
BOAT: Building Auto-Tuners with Structured Bayesian Optimization
The Web Conference · 2017
88
cited
Reinforcement Learning for the Adaptive Scheduling of Educational Activities
International Conference on Human Factors in Computing Systems · 2020
71
cited
Simple GNN Regularisation for 3D Molecular Property Prediction and Beyond
International Conference on Learning Representations · 2022
67
cited
Simple GNN Regularisation for 3D Molecular Property Prediction&Beyond
2021
67
cited
LIFT: Reinforcement Learning in Computer Systems by Learning From Demonstrations
arXiv.org · 2018
41
cited
Quaestor: Query Web Caching for Database-as-a-Service Providers
Proceedings of the VLDB Endowment · 2017
29
cited
Towards Automated Polyglot Persistence
Datenbanksysteme für Business, Technologie und Web · 2015
28
cited
Very Deep Graph Neural Networks Via Noise Regularisation
arXiv.org · 2021
23
cited
RLgraph: Modular Computation Graphs for Deep Reinforcement Learning
USENIX workshop on Tackling computer systems problems with machine learning techniques · 2018
20
cited
Automap: Towards Ergonomic Automated Parallelism for ML Models
arXiv.org · 2021
19
cited
Automatic Checking of Component Protocols in Component-Based Systems
International Conference on Software Composition · 2006
18
cited
Towards a Scalable and Unified REST API for Cloud Data Stores
GI-Jahrestagung · 2014
16
cited
Learned Force Fields Are Ready For Ground State Catalyst Discovery
arXiv.org · 2022
15
cited
PartIR: Composing SPMD Partitioning Strategies for Machine Learning
International Conference on Architectural Support for Programming Languages and Operating Systems · 2024
13
cited
Learning Index Selection with Structured Action Spaces
arXiv.org · 2019
10
cited
Learning Runtime Parameters in Computer Systems with Delayed Experience Injection
arXiv.org · 2016
10
cited
The Cache Sketch: Revisiting Expiration-based Caching in the Age of Cloud Data Management
Datenbanksysteme für Business, Technologie und Web · 2015
9
cited
RLgraph: Flexible Computation Graphs for Deep Reinforcement Learning
arXiv.org · 2018
5
cited
Vehicle Development for Natural Gas and Renewable Methane
2016
3
cited
Sotabase
Michael Schaarschmidt | Researcher Profile | Sotabase | Sotabase