School of Electrical Engineering and Computer Science

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Mitigating Imbalanced Data Distribution in Heterogeneous Information Networks

12 June 2023 2:00pm
 
in Data Science Seminar
Speaker: Xinyi Gao

Estimating Causal Effect: Challenges and Countermeasures

12 June 2023 1:00pm
 
in Data Science Seminar
Speaker: Hechuan Wen

Fitness Landscape Features as Curriculum Ordering Measures for Reinforcement Learning

8 June 2023 11:00am
 
in Data Science Seminar
Speaker: Nathaniel du Preez-Wilkinson

Training Robust Deep Reinforcement Learning Policies in the Real World

7 June 2023 9:00am
 
in Data Science Seminar
Speaker: Peter Bohm

Smart Things in Industrial IoT

31 May 2023 1:00pm
 
in Data Science Seminar
Speaker: Haoyu Ren (Technical University of Munich)

Teaching Pre-training Language models to Rank Effectively, Efficiently, and Robustly

31 May 2023 12:00pm
 
in Data Science Seminar
Speaker: Shengyao Zhuang

An introduction to sequential/session-based recommendation

17 May 2023 1:00pm
 
in Data Science Seminar
Speaker: Dr Shoujin Wang (University of Technology Sydney)

Building Experiment Tracking at Scale with Weights & Biases

10 May 2023 1:00pm
 
in Data Science Seminar
Speaker: Andrea Parker, Growth ML Engineer (Weights & Biases)

SEINE: SEgment-based Indexing for NEural Information Retrieval

3 May 2023 10:00am
 
in Data Science Seminar
Speaker: Dr Grace Hui Yang (Georgetown University)

Towards algorithms on grammar-compressed strings, trees, and graphs

28 April 2023 1:00pm
 
in Data Science Seminar
Speaker: Prof Stefan Böttcher - Universität Paderborn (Germany)

Mobility Digital Twin for Connected and Automated Vehicles

26 April 2023 1:00pm
 
in Data Science Seminar
Speaker: Dr Ziran Wang (Purdue University)

Insight Recommendation for Visual Data Exploration

21 April 2023 11:00am
 
in Data Science Seminar
Speaker: Rischan Mafrur

Towards Trustworthy AI

21 April 2023 11:00am
 
in Data Science Seminar
Speaker: Dr Qiongkai Xu, The University of Melbourne

Sparks between Data Analytics and Graphs

13 April 2023 2:00pm
 
in Data Science Seminar
Speaker: Dr Shixun Huang (RMIT University)

Optimising LiDAR-Based 3D Object Detection with Limited Labels

31 March 2023 1:30pm
 
in Data Science Seminar
Speaker: Zhuoxiao (Ivan) Chen

Concept drift adaptation for multiple streams with temporal dependence

27 March 2023 4:00pm
 
in Data Science Seminar
Speaker: Dr Yiliao Song, RMIT University

A magic ingredient, a secret spice, a special blend, for it can all be nice!' The Human Quotient for Better AI Systems

22 March 2023 1:00pm
 
in Data Science Seminar
Speaker: A/Prof Ujwal Gadiraju (Delft University of Technology, the Netherlands)

Pre-training Aided Medical Data Analysis Under Privacy Constraints

21 March 2023 10:00am
 
in Data Science Seminar
Speaker: Yixuan Qiu

Multi-Domain Few-Shot Image Classification

15 March 2023 1:00pm
 
in Data Science Seminar
Speaker: Dr Yanbin Liu (Australian National University)

AutoML for On-device Recommender Systems

14 March 2023 3:30pm
 
in Data Science Seminar
Speaker: Ruiqi Zheng

Decentralized On-device Machine Learning and Unlearning

14 March 2023 2:30pm
 
in Data Science Seminar
Speaker: Guanhua Ye

Threats and Countermeasures in Federated Recommender Systems

14 March 2023 2:30pm
 
in Data Science Seminar
Speaker: Wei Yuan

Efficient Distributed Complex Event Processing

9 March 2023 1:00pm
 
in Data Science Seminar
Speaker: Dr Matthias Weidlich (Humboldt-Universität zu Berlin (HU), Germany)

Score based Diffusion Models and Their Applications

8 March 2023 1:00pm
 
in Data Science Seminar
Speaker: Dr Jing Zhang (Australian National University)

Seven Algorithms for the Same Task (Testing Uniformity)

1 March 2023 1:00pm
 
in Data Science Seminar
Speaker: Dr Clément Canonne (University of Sydney)

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