MLSys thanks its sponsors for their support.
Platinum
We're advancing the state-of-the-art in artificial intelligence through fundamental and applied research in open collaboration with the community.
Gold
Amazon Science gives you insight into the company’s approach to customer-obsessed scientific innovation. Amazon fundamentally believes that scientific innovation is essential to being the most customer-centric company in the world. It’s the company’s ability to have an impact at scale that allows us to attract some of the brightest minds in artificial intelligence and related fields.
Bloomberg is building the world's most trusted information network for financial professionals. Our 6,500+ technologists are dedicated to advancing and building new systems for the Bloomberg Terminal and other products to solve complex real-world problems. Bloomberg's AI Engineering group focuses on projects related to AI, ML, NLP, NLU, IR, and QA. Learn more at https://TechAtBloomberg.com/AI.
Microsoft Research is where leading scientists and engineers have the freedom and support to tackle complex problems that propel innovation and improve lives.
Moloco’s goal is to make the digital economy more transparent, equitable, and profitable by delivering advanced machine learning to companies of all sizes. With Moloco’s machine learning platform for growth and performance, every app publisher and online retailer can now unlock the value of their unique, first-party data. Moloco Cloud DSP enables performance marketers to quickly scale user acquisition and achieve greater lifetime value through battle-tested prediction models. Moloco Retail Media Platform enables online retailers and marketplaces to establish their own performance ads business. Moloco was founded in 2013 by a team of former Google machine learning engineers. Its headquarters in Redwood City, Moloco has nine offices across the US, UK, Korea, China, Japan, and Singapore. For more information, visit www.moloco.com.
MosaicML is a new startup that makes training neural networks more efficient through better algorithms and software. We do empirical research to understand the training process and develop methods that reduce the time or cost of training. We have already achieved 4x speedups and cost reductions on standard benchmarks for vision and NLP, and our goal is to repeat this feat every year.
Research at Netflix is aimed at improving various aspects of our business. Applications span many areas including our personalization algorithms, content valuation, and streaming optimization. Innovation in ML Infrastructure focuses on improving all aspects of machine learning including model authoring, inference and performance and we seek to build the tools with the highest leverage.
Rebuy is an omnichannel personalization platform empowering ecommerce brands on Shopify to increase AOV, accelerate sales, and grow quickly. Unlike other options, Rebuy provides a full suite of personalization, marketing, and retention services, white-glove support, and a customizable shopping cart. Trusted by 4,000+ retailers worldwide, Rebuy’s powerful technology is redefining data-powered shopping experiences.
Snowflake enables every organization to mobilize their data with Snowflake’s Data Cloud. Customers use the Data Cloud to unite siloed data, discover and securely share data, and execute diverse analytic workloads. Wherever data or users live, Snowflake delivers a single data experience that spans multiple clouds and geographies.
Tesla’s mission is to accelerate the world’s transition to sustainable energy.
Tesla was founded in 2003 by a group of engineers who wanted to prove that people didn’t need to compromise to drive electric – that electric vehicles can be better, quicker and more fun to drive than gasoline cars. Today, Tesla builds not only all-electric vehicles but also infinitely scalable clean energy generation and storage products. Tesla believes the faster the world stops relying on fossil fuels and moves towards a zero-emission future, the better.
Silver
Alibaba Cloud, founded in 2009, is a global leader in cloud computing and artificial intelligence, providing services to thousands of enterprises, developers, and governments organizations in more than 200 countries and regions. Committed to the success of its customers, Alibaba Cloud provides reliable and secure cloud computing and data processing capabilities as a part of its online solutions.
Arm is the world's largest provider of semiconductor IP and is the architecture of choice for more than 90% of the smart electronic products being designed today. Our advanced, energy-efficient processor designs have enabled intelligent computing in more than 200 billion chips and our technologies now securely power products from the sensor to the smartphone and the supercomputer.
HPE is the global edge-to-cloud company built to transform your business. How? By helping you connect, protect, analyze, and act on all your data and applications wherever they live, from edge to cloud, so you can turn insights into outcomes at the speed required to thrive in today’s complex world.
Qualcomm is the world’s leading wireless technology innovator and the driving force behind the development, launch, and expansion of 5G. When we connected the phone to the internet, the mobile revolution was born. Today, our foundational technologies enable the mobile ecosystem and are found in every 3G, 4G and 5G smartphone. We bring the benefits of mobile to new industries, including...
Overview
Knowledge Graphs without Compromises
At RelationalAI, we are building the world’s fastest, most scalable, most expressive, most open relational knowledge graph management system (RKGMS), built on top of the world’s only complete relational reasoning engine that uses the knowledge and data captured in enterprise databases to learn and reason.
The results are...