Machine Learning with Noisy Labels

J12 Board Room 124, Computer Science Building

12pm-1pm, Wednesday 14th Feb 2024 Presented by A/Prof. Tongliang Liu Venue: Rm 277, Sydney Knowledge Hub Abstract: With the rise of large AI models, data assets have gained increasing importance. Understanding how to identify and correct label errors in our datasets is crucial. This is because label errors are pervasive in the era of big data, […]

(Differential) Privacy: What, Why, How, and When?

12pm-1pm, Wednesday 13th March 2024 Presented by Dr. Clement Canonne Venue: Rm 277, Sydney Knowledge Hub Abstract: This talk will provide an overview of differential privacy, one of the leading approaches to data privacy, with a focus on what guarantees it provides, why these guarantees are meaningful and necessary, how to understand and think about its “privacy […]

Time for Trust? Scale and relationality in understanding trust relations between people, technologies and institutions

Rm 277, Sydney Knowledge Hub

  12pm-1pm, Wednesday 10th April 2024   Presented by Prof. Terry Flew, ARC Laureate Fellow and Professor of Digital Communications, The University of Sydney Venue: Rm 277, Sydney Knowledge Hub This talk will provide an introduction to the interdisciplinary field of trust research, considering how both the scale of interactions (local, national, global) and the manner in […]

Unravelling missing secrets of coronary artery disease with large scale clinical, advanced imaging, and “omics” data

Rm 277, Sydney Knowledge Hub

12pm-1pm, Wednesday 8th May 2024   Presented by Prof. Gemma Figtree. Gemma  is a Professor in Medicine, The University of Sydney Venue: Rm 277, Sydney Knowledge Hub Abstract Identification of the four standard modifiable cardiovascular risk factors (SMuRFs)-diabetes mellitus, hyperlipidaemia, hypertension, and cigarette smoking-has allowed the development of risk scores. These have been used in conjunction […]

DSI Colloquium on Digital Transformation

The Digital Sciences Initiative(DSI) is hosting a Digital Transformation Colloquium to be held on Wed 29th of May 2024 in line with the strategic focus of bringing together researchers and industry partners to cross-pollinate ideas across different disciplines and explore innovative solutions in the digital space. The focus areas will be digital transformation in agriculture, […]

Digital Science in Healthcare: CFD, FEA, SPH, FSI and Beyond

J07.Mechanical Engineering Building, Seminar Room 2 S226

11am-12pm, Wednesday 16th August 2023 Digital Science in Healthcare: CFD, FEA, SPH, FSI and Beyond Presented by Adjunct Prof. David Fletcher Venue: J07.Mechanical Engineering Building, Seminar Room 2 S226 Abstract -The advances in healthcare taking place are nothing short of miraculous, whether it be in diagnosis, drug discovery, prevention or the response to a pandemic. Traditionally, advances are […]

The Return of the Crypto Wars

J12 Board Room 124, Computer Science Building

Presented by Professor Bart Preneel, University of Leuven The ongoing encryption debate, commonly known as the “crypto wars,” revolves around the delicate balance between preserving individual privacy and meeting the demands of law enforcement in our increasingly digital world. The previous crypto wars primarily centred on key escrow for end-to-end encrypted communications, exemplified by the […]

Collaborative Human-AI Systems for Databases, Diplomacy, and more

J12 Board Room 124, Computer Science Building

12pm-1pm, Wednesday 13th Sept 2023 Collaborative Human-AI Systems for Databases, Diplomacy, and more Presented by Dr. Jonathan Kummerfeld Venue: J12 Board Room 124, Computer Science Building Abstract: No task in NLP is perfectly solved, even by the latest language models, between intrinsic ambiguity and subtle edge cases. Meanwhile, generative models hallucinate, reproduce bias, and do not justify […]

Can AI help mathematicians solve tough problems?

Carslaw Seminar Room 351, F07

12pm-1pm, Wednesday 27th September 2023 Can AI help mathematicians solve tough problems? Presented by Prof Geordie Williamson Venue: Carslaw Seminar Room 351, F07 Abstract: In many applications of AI, one only cares about getting the answer right (or right most of the time). If a self-driving car doesn’t crash we are happy. However, for applications in […]

DSI Seminar – Keeping up with the Joneses – an insight into the comparative dynamics of the regulation of AI

Rm 277, Sydney Knowledge Hub

Presented by Dr. Jose-Miguel Bello Villarino 12pm-1pm, Wednesday 19th June 2024 Venue: Rm 277, Sydney Knowledge Hub Abstract Regulation of disruptive technologies is always a challenge. Yet, from Brazil to the EU, and from China to the US, the last three years have seen a race to regulate AI, based on a combination of hard regulation, […]

DSI Seminar – Prof. Fabio Ramos

Rm 277, Sydney Knowledge Hub

Probabilistic Robotics 2.0: Leveraging Differentiability and Parallelism for Diversity in Planning and Perception under Uncertainty Presented by Prof. Fabio Ramos 12pm-1pm, Wednesday 30th Aug 2024 Venue: Rm 277, Sydney Knowledge Hub Abstract Much has been said about the need for diversity in robotics. From diverse datasets for training large vision-action models to diverse planners that can […]

DSI Seminar – Human potential for digital sciences

Rm 277, Sydney Knowledge Hub

DSI Seminar Series – This session will be organised as a mini panel discussion Presented by Prof. Alistair McEwan, Prof. Jen Smith-Merry, A/Prof. Shane Clifton and Dalal Baumgartner 12pm-1pm, Wednesday 11th Sept 2024 Venue: Rm 277, Sydney Knowledge Hub A Zoom link can be provided upon request. Please contact dsi@sydney.edu.au Abstract We are missing out on […]