Research Fellow in Bayesian Machine Learning

Job title:

Analysis Fellow in Bayesian Machine Studying

Firm

College of Southampton

Job description

Brokers, Interplay & Complexity Location: Highfield Campus
Wage: £34,980 to £41,732 Every year
Full Time Mounted Time period (36 months)
Closing Date: Wednesday 24 April 2024
Interview Date: To be confirmed
Reference: 2534723FP-RAnalysis Fellow in Bayesian Deep StudyingWe’re looking for purposes for a analysis fellow on the College of Southampton inside the Imaginative and prescient, Studying and Management (VLC) Group in Electronics and Pc Science, to work within the space of Bayesian deep studying. The place is on the market on a hard and fast time period foundation for 36 months resulting from funding restrictions.You can be working underneath the path of Dr Christine Evers on the EPSRC analysis programme “Challenges in Immersive Audio Know-how (CIAT)” ( ) performed in collaboration between King’s Faculty London, College of Surrey, and College of Southampton. You’ll tackle basic analysis questions surrounding the complexity, generalisability, and interpretability of Bayesian fashions. You’ll apply your analysis outputs to audio knowledge with the intention to foretell sound area attributes which are perceptually related to human listeners.We’re looking for candidates with a Ph.D. (both awarded or nearing completion) or equal skilled qualification and expertise in Machine Studying, Statistics, or a associated area, who’ve in-depth information in and demonstrable expertise with:

• Bayesian deep studying;
• Improvement of customized modules utilizing GPU-accelerated APIs for deep studying (e.g., Pytorch); and
• Improvement of bespoke knowledge loaders and pipelines.

As a part of your position, you’ll:

• Publish and disseminate your findings at top-tier venues (e.g., NeurIPS, ICLR, ICML, IEEE Transactions);
• Collaborate with our exterior venture companions to broaden the scope of your analysis;
• Liaise with our trade companions to make sure business affect of your analysis; and
• Develop and take part in actions for engagement with the general public, policymakers and key stakeholders.

You’ll profit from:

• In depth alternatives for collaboration between the College of Southampton, King’s Faculty, and College of Surrey, in addition to exterior, worldwide venture companions (e.g., Stanford CCRMA, USA).
• Alternatives to journey, e.g., for worldwide conferences and analysis visits hosted by venture companions.
• Entry to state-of-the-art analysis amenities, together with a high-performance compute cluster that’s particularly aimed toward workloads requiring giant quantities of GPU reminiscence or future occasions.
• A vibrant, numerous, and inclusive educational neighborhood.
• Alternatives for skilled growth and profession progress, e.g., mentorship of PhD college students, growth of funding purposes, involvement in educating actions.
• Alternatives for profession growth, together with contributions to educating, technology of future funding bids, and co-supervision of PhD, taught postgraduate and undergraduate initiatives.

Ranked within the high 1% of universities globally and among the many UK’s high 20 for analysis, the College of Southampton has a global repute for its analysis, educating and enterprise actions. The submit might be held within the , a pleasant and supportive setting that facilitates high-impact, multi-disciplinary analysis, schooling, coaching, and outreach. ECS holds an Athena SWAN bronze award in recognition of its continued dedication to bettering equality for ladies in science and engineering.We’ll give due consideration to candidates who want to work flexibly together with part-time, and to those that have taken a profession break. We’ve got a spread of workers growth programmes and a singular mentoring and wellbeing scheme ( ).Casual enquiries will be made to Dr Christine Evers, Affiliate Professor:

Anticipated wage

£34980 – 41732 per yr

Location

United Kingdom

Job date

Fri, 29 Mar 2024 00:02:50 GMT

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