Tobias Kilian

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 12

Top Topics

Active Learning Framework

Intrinsic Dimensionality

Top Venues

Publications

Nicolò Bellarmino, Riccardo Cantoro, Martin Huch, Tobias Kilian, Ulf Schlichtmann, Giovanni Squillero
Semi-Supervised Deep Learning for Microcontroller Performance Screening. ETS (2023)
Nicolò Bellarmino, Riccardo Cantoro, Martin Huch, Tobias Kilian, Ulf Schlichtmann, Giovanni Squillero
Enabling Inter-Product Transfer Learning on MCU Performance Screening. ATS (2023)
Nicolò Bellarmino, Riccardo Cantoro, Martin Huch, Tobias Kilian, Ulf Schlichtmann, Giovanni Squillero
Feature Selection for Cost Reduction In MCU Performance Screening. LATS (2023)
Tobias Kilian, Abhishek Sengupta, Daniel Tille, Martin Huch, Ulf Schlichtmann
An efficient High-Volume Production Performance Screening using On-Chip Ring Oscillators. DFT (2023)
Nicolò Bellarmino, Riccardo Cantoro, Martin Huch, Tobias Kilian, Raffaele Martone, Ulf Schlichtmann, Giovanni Squillero
A Multilabel Active Learning Framework for Microcontroller Performance Screening. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (10) (2023)
Tobias Kilian, Daniel Tille, Martin Huch, Markus Hanel, Ulf Schlichtmann
Performance Screening Using Functional Path Ring Oscillators. IEEE Trans. Very Large Scale Integr. Syst. 31 (6) (2023)
Nicolò Bellarmino, Riccardo Cantoro, Martin Huch, Tobias Kilian, Ulf Schlichtmann, Giovanni Squillero
Microcontroller Performance Screening: Optimizing the Characterization in the Presence of Anomalous and Noisy Data. IOLTS (2022)
Tobias Kilian, Markus Hanel, Daniel Tille, Martin Huch, Ulf Schlichtmann
Reducing Routing Overhead by Self-Enabling Functional Path Ring Oscillators. ETS (2022)
Tobias Kilian, Markus Hanel, Daniel Tille, Martin Huch, Ulf Schlichtmann
A Path Selection Flow for Functional Path Ring Oscillators using Physical Design Data. ITC (2022)
Nicolò Bellarmino, Riccardo Cantoro, Martin Huch, Tobias Kilian, Raffaele Martone, Ulf Schlichtmann, Giovanni Squillero
Exploiting Active Learning for Microcontroller Performance Prediction. ETS (2021)
Tobias Kilian, Heiko Ahrens, Daniel Tille, Martin Huch, Ulf Schlichtmann
A Scalable Design Flow for Performance Monitors Using Functional Path Ring Oscillators. ITC (2021)
Riccardo Cantoro, Martin Huch, Tobias Kilian, Raffaele Martone, Ulf Schlichtmann, Giovanni Squillero
Machine Learning based Performance Prediction of Microcontrollers using Speed Monitors. ITC (2020)