Archive
2024
- Simple identity theft - the perfect crime?
- Setting up OpenSpeedTest on a Synology NAS with docker compose
2023
2022
- Home Assistant: Housing the Raspberry Pi in an Argon One M.2 case
- Home Assistant: Water leak detection and notification with the Aqara Water Leak Sensor
- Home Assistant: Detect whether the TV is on based on power measure of a smart plug
- Connecting a Webcam to a Hyper-V VM via RDP
- Home Automation: What works for me
2021
- PerfGuard: deploying ML-for-systems without performance regressions, almost!
- FLAML: A Fast and Lightweight AutoML Library
2020
- A Tensor Compiler for Unified Machine Learning Prediction Serving
- Connecting a Webcam and USB Audio to a Hyper-V VM
- Building Continuous Integration Services for Machine Learning
- Vamsa: Automated Provenance Tracking in Data Science Scripts
- MLOS: An Infrastructure for Automated Software Performance Engineering
- Git on the Windows Subsystem for Linux
- Cloudy with high chance of DBMS: a 10-year prediction for Enterprise-Grade ML
- Extending Relational Query Processing with ML Inference
2019
2018
- From the Edge to the Cloud: Model Serving in ML.NET
- TVM and Apache
- Papers accepted to NeurIPS Workshops 2018
- PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems
- Test of Time Award at ECML/PKDD 2018
- Batch-Expansion Training: An Efficient Optimization Framework
2017
- How to fix the Anaconda Prompt installed by Visual Studio 2017
- Towards Geo-Distributed Machine Learning
- Towards High-Performance Prediction Serving Systems
- Apache REEF: Retainable Evaluator Execution Framework
2016
- We're hiring Machine Learning Researchers
- Get paid to work on Apache REEF
- Salmon: Towards Production-Grade, Platform-Independent Distributed ML
- Dolphin: Runtime Optimization for Distributed Machine Learning
- Validating checksums in PowerShell
- Twitter's Heron, powered by Apache REEF
- Apache REEF @ Apache Big Data 2016
- How to make a C++ project compile in Visual Studio 2013 and 2015
- Better code reviews for Apache REEF
2015
- Towards Geo-Distributed Machine Learning
- Slides from my talks in Europe in October
- Behind the scenes of Azure Data Lake - Apache REEF
- Europe October 2015
- Onto Jekyll
- Learning Systems 2015 CFP is up
- REEF: Retainable Evaluator Execution Framework
2014
- Elastic Distributed Bayesian Collaborative Filtering
- Towards Resource-Elastic Machine Learning
- Distributed and Scalable PCA in the Cloud
2013
- How to setup PowerShell for GitHub, Maven and Java development
- Tutorial: Machine Learning on Big Data (SIGMOD 2013)
- ICDE Tutorial on Machine Learning on Big Data
- G'day mates: Australia April 2013
2012
- CFP: Big Learning 2012: Algorithms, Systems and Tools
- Declarative Systems for Large-Scale Machine Learning
- KDD Cup 2011 proceedings online
- A last yodel
- Talk at Berlin Buzzwords
- WWW 2012 Tutorial: New Templates for Scalable Data Analysis
2011
- Machine learning in ScalOps, a higher order cloud computing language
- CFP: Big Learning Workshop
- The Yahoo! Music Dataset and KDD-Cup’11
- Back to CS 101
2010
- A Convenient Framework for Efficient Parallel Multipass Algorithms
- Parallelized Stochastic Gradient Descent
- KDD Cup 2011 - Organized by Yahoo!
- Quantile Matrix Factorization for Collaborative Filtering
- Collaborative Filtering on a Budget
- Yahoo! Learning To Rank Challenge
- MLOSS 2010 – ICML Workshop just accepted
- Machine Teaching -- A Machine Learning Approach to Technology Enhanced Learning
2009
- Maximum margin matrix factorization for code recommendation
- Call for Papers – Special Issue of the “Journal of Web Semantics”
- CofiRank 0.1 released
- Upcoming Conference: iatel
2008
- Adaptive Collaborative Filtering
- Optimization of the NDCG ranking score
- Improving Maximum Margin Matrix Factorization