Juha Harviainen

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 8

Top Topics

Machine Learning Systems

Polynomial Time Approximation

Bayesian Network Learning

Top Venues

ISSRE Workshops

Publications

Juha Harviainen, Mikko Koivisto
A Faster Practical Approximation Scheme for the Permanent. AAAI (2023)
Juha Harviainen, Kseniya Rychkova, Mikko Koivisto
Quantum Speedups for Bayesian Network Structure Learning. CoRR (2023)
Juha Harviainen, Vaidyanathan Peruvemba Ramaswamy, Mikko Koivisto
On inference and learning with probabilistic generating circuits. UAI (2023)
Juha Harviainen, Mikko Koivisto
Revisiting Bayesian network learning with small vertex cover. UAI (2023)
Juha Harviainen, Mikko Koivisto, Petteri Kaski
Trustworthy Monte Carlo. NeurIPS (2022)
Juha Harviainen, Antti Röyskö, Mikko Koivisto
Approximating the Permanent with Deep Rejection Sampling. NeurIPS (2021)
Juha Harviainen, Antti Röyskö, Mikko Koivisto
Approximating the Permanent with Deep Rejection Sampling. CoRR (2021)
Jukka K. Nurminen, Tuomas Halvari, Juha Harviainen, Juha Mylläri, Antti Röyskö, Juuso Silvennoinen, Tommi Mikkonen
Software Framework for Data Fault Injection to Test Machine Learning Systems. ISSRE Workshops (2019)