41:45

Challenges in Deploying Robust Autonomy for Robotic Exploration in Marine Environments

32:44

Navigating Multimodal Data in Geosciences: From Large-Scale Geophysical Datasets to Hand Specimens

37:47

Revolutionising Materials Science with Large Language Models: A New Paradigm in Material Discovery

48:45

Three Ways of Thinking About ENSO

42:24

Opportunities for Sustainability with Multiscale Minerals Value Chain Integration

37:50

Regional Geophysical Data Analysis in 2D and 3D

47:47

Analysing Data Summarised as Distributions - DARE Symposium 2024

23:07

Revealing Causal Information from Data - DARE Symposium 2024

16:42

Improving our Understanding of the Impacts of Climate Change on Water Resources Systems

10:13

Bayesian Variable Selection for Spatial-Temporal Quantile Regression - DARE Symposium 2024

12:16

Deep Dive: Leveraging Deep Learning for Deep-Sea Biota Identification in the Great Barrier Reef

10:46

Ecological forecasts of fauna species response to fire, drought and heatwaves - DARE Symposium 2024

40:25

Data Management Plans: Considering the FAIR and CARE Principles

48:02

Second-order Optimization Methods for Machine Learning

31:45

The Eratos Platform - A Tool to Assist with Research and Commercialisation

29:33

Challenges in Annotating Datasets to Quantify Bias

50:44

The Art and Science of Causal Inference

40:01

Teaching Computers How to See Rocks - Using Computer Vision Models to Extract Visual Datasets

24:55

Continent-Scale Groundwater Models: Constraining Flow Pathways Across Eastern Australia

29:20

How Machine Learning Can Cut the Cost of Downscaling Evapotranspiration

41:03

Hydrological Modelling, Forecasting and Data Post-Processing

40:39

Topics in Data Assimilation with Applications in Hydrology

40:42

Big Data, Big Dreams: How Remote Sensing and Big Data are Changing Our View of the Coast

40:41

Understanding Algal Blooms in Shallow Waterbodies

42:52

Statistical Models for Social Networks

42:19

Maximising the Resilience of Grasslands to Extreme Precipitation, Nutrients and Grazing

37:19

Mind Your Ps and Qs When Analysing Data - DARE Symposium 2023

09:25

Where the Creeks Run Dry or Ten Feet High: Streamflow Prediction in Australian Context - Symposium

11:57

Particle Mean-field Variational Bayesian Inference - DARE Symposium 2023

11:26

Advanced Model Selection using Bayesian Inference Algorithms - DARE Symposium 2023

09:55

Bayesian Variable Selection for Efficient Graph Structure Learning - DARE Symposium 2023

11:32

Structure Learning and Inference for Hybrid Bayesian Networks - DARE Symposium 2023

48:15

Seven Algorithms for the Same Task (Testing Uniformity)

40:08

Modelling Deterministic Dynamics from Data

24:55

Reliability Inference with Extended Sequential Order Statistics

21:53

Conveyor Belt Wear Forecasting through a Bayesian Hierarchical Modeling Framework

32:01

Natural Language Processing and Network Representation Learning: Algorithms and Applications

27:29

Gaussian Processes in Geology and Hydrological Model Selection

26:05

Native Mammals Disappearing in Northern Australia

43:13

Landscape Dynamics from Catchment to Global Scale: Long Term Sediment Transport & Species Migration

49:43

Statistical Models to Incorporate Heterogeneity in Spatiotemporal Prediction

48:05

Digital Soil Spectroscopy

51:37

Data and Inference for Plant Biodiversity

42:01

Potential Ecological and Human Health Risks of PFAS Contamination in Alaska

59:16

Quantifying Disturbance in an Age of Rapid Environmental Change

47:28

Quantum Computing for Statisticians and Data Scientists

49:50

Practical Quantum Sensing to Address Real World Problems

28:21

IoT Enabled Sensors to generate data to monitor Health, Home and Environmental conditions

54:32

Bayesian Computation - Why/when Variational Bayes, not MCMC or SMC?

31:20

In a world awash with personal data, how can we empower people to harness and control their data?

42:18

From droughts in the Pacific to algal blooms at Bonnie Doon: can we predict them?

17:37

DARE 2022 Symposium: WaterNSW Science Priorities - Lisa Hamilton

22:18

DARE 2022 Symposium: New Insights on El Niño Southern Oscillation from Spatiotemporal Statistics

23:39

DARE 2022 Symposium: Bayesian forward modeling: fusing probabilistic and deterministic models

16:20

DARE 2022 Symposium: Dealing with uncertainty in resources and environments - Lucy Marshall

11:15

DARE 2022 Symposium: Data Science Solving Domain Challenges - Willem Vervoort

01:16:26

Machine Learning for Paleo-Geology and Mineral Exploration: A Spatiotemporal Odyssey

01:13:34

Flexible Variational Bayes based on a Copula of a Mixture of Normals

54:55

Predicting poor functional trajectories to facilitate early intervention in youth mental health

45:31

Bayesian nonparametric modelling for DER management