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Nov. 28, 2022 Expo schedule » New in ML »

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Time	Lobby H
Sun Nov 27, 2022
12:00 PM (Registration Desks)	Registration Desk

Time	Hall G	Ballroom A+B	Lobby H	Hall H	Theater A	Theater B	Room 283	Room 287	Hall I-2	Room 286	Room 288 - 289	Room 298 - 299	Room 290	Room 292	Room 295	Ballroom C	Hall J	Room 291	Room 293
Mon Nov 28, 2022
07:00 AM (Registration Desks)			Registration Desk
07:30 AM (Affinity Workshops)									Women in Machine Learning
08:00 AM (Affinity Workshops)												LatinX in AI
09:00 AM (Affinity Workshops, Mentorships)							Queer in AI								New In ML
09:30 AM (Expo Talk Panels, Expo Workshops)					TIPDAT: ML based Optimization Explainer	End-to-end cloud-based Document Intelligence Architecture using the open-source Feathr Feature Store, the SynapseML Spark library, and Hugging Face Extractive Question Answering							Get ready, your Jupyter Notebook goes to production!	Graph Neural Networks in Tensorflow: A Practical Guide				PyTorch: New advances for large-scale training and performance optimizations	Fine-tuning stable diffusion models: massive creativity without massive bills
09:40 AM (Affinity Workshops)											Black in AI
10:00 AM (Expo Demonstrations, Mentorships)		Education Outreach														Too many events to display and no session is defined.
10:30 AM (Expo Talk Panels)					Challenges & Opportunities for Ethical AI in Practice	Machine Learning and Optimization for Automated Trading at HRT
11:30 AM (Affinity Workshops, Expo Talk Panels)					Using AI for Reduced-Order Modeling	Uncertainty quantification for fair and transparent AI-assisted decision-making				Indigenous in AI
02:00 PM (Expo Talk Panels, Expo Workshops)					Sparse annotation strategies at scale	Towards learning agents for solving complex real-world tasks							Intro to TensorFlow and JAX					Impactful graph neural networks via DGL: A Tale of Research and Productization	AutoGluon: Empowering (MultiModal) AutoML for the next 10 Million users
02:30 PM (Affinity Workshops)								Global South in AI
03:00 PM (Expo Talk Panels)					Generative Understanding of 3D Scenes	Adapt and Optimize ML Models for Hardware-Aware AI
04:00 PM (Expo Talk Panels)					Integrating modern machine learning and single cell technologies into drug target discovery - lessons from the frontline.	Human-in-the-Loop Is Here to Stay
04:30 PM (Affinity Poster Sessions)																	Affinity Poster Session
05:00 PM (Remarkss)				Opening Remarks
05:15 PM (Invited Talks)				Could a Large Language Model be Conscious?
06:00 PM (Receptions)	Reception

Time	Hall H	Room 391	Room 392	Room 395	Room 394	Ballroom C	Hall J	Lobby H
Tue Nov 29, 2022
07:00 AM (Registration Desks)								Registration Desk
09:30 AM (Invited Talks)	Algorithms On the Bench: Examining Validity of ML Systems in the Public Sphere
11:00 AM (Posters)							Poster Session 1
02:30 PM (Invited Talks)	Conformal Prediction in 2022
04:00 PM (Posters)							Poster Session 2
06:00 PM (Competitions, Socials)		NeurIPS 2022 Space & ML Social Event	RL Social	Ethics Review - Open Discussion	ML Safety NeurIPS Social	NeurIPS 2022 Competition Track: Overview & Results

Time	Hall H	Theater B	Room 388	Room 392	Room 395	Room 393	Room 394	Hall J	Lobby H
Wed Nov 30, 2022
08:00 AM (Registration Desks)									Registration Desk
09:30 AM (Invited Talks)	Interaction-Centric AI
11:00 AM (Posters)								Poster Session 3
02:30 PM (Invited Talks)	Blueprint for an AI Bill of Rights Making Automated Systems Work for the American People
04:00 PM (Posters)								Poster Session 4
06:00 PM (Socials, Town Halls)		NeurIPS Town Hall	Industry, Academia, and the In-Betweens	Early-Career Researchers Interested in ML & Climate Change	Women in AI Ignite	Gulf Coast AI	From Old Biases to New Opportunities: Annotator Empowerment and Data Excellence

Time	Hall H	Room 388	Room 391	Room 392	Room 395	Room 393	Hall J	Lobby H
Thu Dec 01, 2022
08:00 AM (Registration Desks)								Registration Desk
09:30 AM (s, Invited Talks)	Isabelle Guyon The Data-Centric Era: How ML is Becoming an Experimental Science
11:00 AM (Posters)							Poster Session 5
02:30 PM (Invited Talks)	The Forward-Forward Algorithm for Training Deep Neural Networks
04:00 PM (Posters)							Poster Session 6
06:00 PM (Socials)		Open Mic Night	K-Pop in NeurIPS	Negotiation Workshop: Feel More Confident Negotiating Your Next Offer in AI	Interdisciplinary ML Mixer	Haben, The Deafblind Woman Who Conquered Harvard Law

Time	Room 394-395	Lobby H	Theater C	Theater A	Theater B	Room 391	Room 392	Room 393	Room 288 - 289	Room 298 - 299	Room 290	Ballroom C	Room 398	Room 399	Room 397	Room 396	Room 388 - 390	Room 295 - 296	Room 293 - 294	Room 291 - 292	Room 283 - 285	Room 281 - 282	Room 275 - 277	Room 386	Room 387
Fri Dec 02, 2022
07:15 AM (Registration Desks)		Registration Desk
07:30 AM (Workshops)												Second Workshop on Efficient Natural Language and Speech Processing (ENLSP-II)
07:50 AM (Workshops)																						Progress and Challenges in Building Trustworthy Embodied AI
08:00 AM (Workshops)									Synthetic Data for Empowering ML Research								AI for Science: Progress and Promises							AI for Accelerated Materials Design (AI4Mat)
08:15 AM (Workshops)																							Order up! The Benefits of Higher-Order Optimization in Machine Learning
08:20 AM (Workshops)																				3rd Offline Reinforcement Learning Workshop: Offline RL as a "Launchpad"
08:30 AM (Workshops)					Has it Trained Yet? A Workshop for Algorithmic Efficiency in Practical Neural Network Training	LaReL: Language and Reinforcement Learning		INTERPOLATE — First Workshop on Interpolation Regularizers and Beyond		Federated Learning: Recent Advances and New Challenges			Table Representation Learning		Memory in Artificial and Real Intelligence (MemARI)	Human in the Loop Learning (HiLL) Workshop at NeurIPS 2022		Causal Machine Learning for Real-World Impact
08:40 AM (Workshops)				New Frontiers in Graph Learning
08:45 AM (Workshops)	Shared Visual Representations in Human and Machine Intelligence (SVRHM)
08:50 AM (Workshops)																			NeurIPS 2022 Workshop on Score-Based Methods
08:55 AM (Workshops)																					Medical Imaging meets NeurIPS
09:00 AM (Workshops)			NeurIPS 2022 Workshop on Meta-Learning				Learning from Time Series for Health				Robustness in Sequence Modeling			All Things Attention: Bridging Different Perspectives on Attention											Gaussian Processes, Spatiotemporal Modeling, and Decision-making Systems

Time	Room 394-395	Lobby H	Theater C	Theater A	Theater B	Room 391	Room 392	Room 288 - 289	Room 298 - 299	Room 290	Ballroom C	Room 398	Room 399	Room 397	Room 396	Room 388 - 390	Room 295 - 296	Room 293 - 294	Room 291 - 292	Room 283 - 285	Room 281 - 282	Room 275 - 277	Room 386	Room 387
Sat Dec 03, 2022
07:15 AM (Registration Desks)		Registration Desk
07:30 AM (Workshops)				Reinforcement Learning for Real Life (RL4RealLife) Workshop			Algorithmic Fairness through the Lens of Causality and Privacy						Temporal Graph Learning Workshop										Gaze meets ML
07:50 AM (Workshops)																						Machine Learning and the Physical Sciences
08:15 AM (Workshops)						Self-Supervised Learning: Theory and Practice					I Can’t Believe It’s Not Better: Understanding Deep Learning Through Empirical Falsification	The Fourth Workshop on AI for Humanitarian Assistance and Disaster Response								Symmetry and Geometry in Neural Representations (NeurReps)
08:20 AM (Workshops)					Machine Learning for Autonomous Driving
08:30 AM (Workshops)								Machine Learning in Structural Biology Workshop							Machine Learning for Systems						Information-Theoretic Principles in Cognitive Systems
08:45 AM (Workshops)	Broadening Research Collaborations								Decentralization and Trustworthy Machine Learning in Web3: Methodologies, Platforms, and Applications
08:50 AM (Workshops)			Transfer Learning for Natural Language Processing																Foundation Models for Decision Making
08:55 AM (Workshops)																	OPT 2022: Optimization for Machine Learning	MATH-AI: Toward Human-Level Mathematical Reasoning
09:00 AM (Workshops)														InterNLP: Workshop on Interactive Learning for Natural Language Processing		Workshop on Distribution Shifts: Connecting Methods and Applications								A causal view on dynamical systems
09:30 AM (Workshops)										Human Evaluation of Generative Models

Time	Virtual	Virtual
Mon Dec 05, 2022
04:00 AM (Tutorials)	The Role of Meta-learning for Few-shot Learning
07:00 AM (Tutorials)	Foundational Robustness of Foundation Models Lifelong Learning Machines
08:30 AM (Affinity Workshops)	Women in Machine Learning - Virtual
10:00 AM (Tutorials)	Neurosymbolic Programming Probabilistic Circuits: Representations, Inference, Learning and Applications Advances in NLP and their Applications to Healthcare
01:00 PM (Affinity Poster Sessions, Tutorials)	Too many events to display and no session is defined.
04:00 PM (Tutorials)	Data Compression with Machine Learning Creative Culture and Machine Learning
07:00 PM (Tutorials)	Fair and Socially Responsible ML for Recommendations: Challenges and Perspectives Theory and Practice of Efficient and Accurate Dataset Construction

Time	Virtual
Tue Dec 06, 2022
05:00 AM (Competitions)	Too many events to display and no session is defined.
07:00 AM (Competitions)	Driving SMARTS
11:00 AM (Panels)	Featured Papers Panels 1C Panel 1C-1: Learning Neural Set… & Holomorphic Equilibrium Propagation…
11:15 AM (Panels)	Panel 1A-1: Near-Optimal Collaborative Learning… & Minimax Regret for… Panel 1B-1: Online Minimax Multiobjective… & Minimax-Optimal Multi-Agent RL… Panel 1C-2: Reconstructing Training Data… & On Optimal Learning…
11:30 AM (Panels)	Panel 1C-3: Towards Understanding Grokking:… & Approximation with CNNs…
11:45 AM (Panels)	Panel 1A-2: Posterior Collapse of… & Understanding and Extending… Panel 1B-2: Multi-Game Decision Transformers… & A Continuous Time… Panel 1C-4: Fast Bayesian Coresets… & Not too little,…
12:00 PM (Panels)	Panel 1C-5: Privacy of Noisy… & Near-Optimal Private and…
12:15 PM (Panels)	Panel 1A-3: A gradient sampling… & Local Bayesian optimization… Panel 1B-3: Shield Decentralization for… & DHRL: A Graph-Based… Panel 1C-6: Debiased Self-Training for… & Universal Rates for…
12:30 PM (Panels)	Panel 1C-7: Beyond Adult and… & Uncalibrated Models Can…
12:45 PM (Panels)	Panel 1A-4: Hardness of Noise-Free… & Adversarially Robust Learning:… Panel 1B-4: Video PreTraining (VPT):… & Energy-Based Contrastive Learning… Panel 1C-8: Local Spatiotemporal Representation… & Learning Latent Seasonal-Trend…
03:00 PM (Competitions)	The SENSORIUM competition on predicting large scale mouse primary visual cortex activity MyoChallenge: Learning contact-rich manipulation using a musculoskeletal hand
07:00 PM (Panels)	Featured Papers Panels 2C Panel 2C-1: High-dimensional limit theorems… & Efficient Sampling on…
07:15 PM (Panels)	Panel 2A-1: Molecule Generation by… & Torsional Diffusion for… Panel 2B-1: Using natural language… & Modeling Human Exploration… Panel 2C-2: Agreement-on-the-line: Predicting the… & A Theory of…
07:30 PM (Panels)	Panel 2C-3: A permutation-free kernel… & Maximum Class Separation…
07:45 PM (Panels)	Panel 2A-2: VaiPhy: a Variational… & Non-identifiability and the… Panel 2B-2: One Positive Label… & Calibrated Data-Dependent Constraints… Panel 2C-4: UViM: A Unified… & K-LITE: Learning Transferable…
08:00 PM (Panels)	Panel 2C-5: TVLT: Textless Vision-Language… & Quality Not Quantity:…
08:15 PM (Panels)	Panel 2A-3: DPM-Solver: A Fast… & Asymptotic Behaviors of… Panel 2B-3: Data Distributional Properties… & What Can Transformers… Panel 2C-6: Compositional Generalization in… & Confident Adaptive Language…
08:30 PM (Panels)	Panel 2C-7: Optimal Rates for… & Reconstruction on Trees…
08:45 PM (Panels)	Panel 2A-4: Uncoupled Learning Dynamics… & Finite-Time Last-Iterate Convergence… Panel 2B-4: Extreme Compression for… & Exploring Length Generalization… Panel 2C-8: The Minority Matters:… & Motion Transformer with…

Time	Virtual
Wed Dec 07, 2022
07:00 AM (Competitions)	Too many events to display and no session is defined.
07:05 AM (Competitions)	Inferring Physical Properties of Exoplanets From Next-Generation Telescopes
11:00 AM (Panels)	Featured Papers Panels 3C Panel 3C-1: The Franz-Parisi Criterion… & List-Decodable Sparse Mean…
11:15 AM (Panels)	Panel 3A-1: Double Bubble, Toil… & Label Noise in… Panel 3B-1: Censored Quantile Regression… & Deconfounded Representation Similarity… Panel 3C-2: Rethinking Knowledge Graph… & Faster Linear Algebra…
11:30 AM (Expo Workshops, Panels)	PyTorch: New advances for large-scale training and performance optimizations Panel 3C-3: PyramidCLIP: Hierarchical Feature… & Flamingo: a Visual…
11:45 AM (Panels)	Panel 3A-2: Linear tree shap… & Exploring the Whole… Panel 3B-2: Exponential Separations in… & The Neural Covariance… Panel 3C-4: Whitening Convergence Rate… & Structural Analysis of…
12:00 PM (Panels)	Panel 3C-5: Biologically-Plausible Determinant Maximization… & What's the Harm? ...
12:15 PM (Panels)	Panel 3A-3: Dynamic Inverse Reinforcement… & Single-phase deep learning… Panel 3B-3: A Multi-Resolution Framework… & Staircase Attention for… Panel 3C-6: LAION-5B: An open… & The BigScience ROOTS…
12:30 PM (Panels)	Panel 3C-7: MineDojo: Building Open-Ended… & Avalon: A Benchmark…
12:45 PM (Panels)	Panel 3A-4: Reproducibility in Optimization:… & A framework for… Panel 3B-4: Learning and Covering… & Asymptotics of smoothed… Panel 3C-8: AMOS: A Large-Scale… & Breaking Bad: A…
07:00 PM (Competitions, Panels)	NL4Opt: Formulating Optimization Problems Based on Their Natural Language Descriptions Panel 4C-1: How Would The… & SCAMPS: Synthetics for…
07:15 PM (Panels)	Panel 4A-1: Rethinking Lipschitz Neural… & Robust Learning against… Panel 4B-1: Convolutional Neural Networks… & Uncovering the Structural… Panel 4C-2: Change Event Dataset… & JAHS-Bench-201: A Foundation…
07:30 PM (Panels)	Panel 4C-3: Wukong: A 100… & Addressing Resource Scarcity…
07:45 PM (Panels)	Panel 4A-2: Adaptively Exploiting d-Separators… & On the Complexity… Panel 4B-2: Decentralized Training of… & Sharper Convergence Guarantees… Panel 4C-4: WinoGAViL: Gamified Association… & Communicating Natural Programs…
08:00 PM (Panels)	Panel 4C-5: Pile of Law:… & Multi-LexSum: Real-world Summaries…
08:15 PM (Panels)	Panel 4A-3: QUARK: Controllable Text… & Diffusion-LM Improves Controllable… Panel 4B-3: Efficient Methods for… & Understanding Deep Contrastive…
08:45 PM (Panels)	Panel 4A-4: Giving Feedback on… & Computationally Efficient Horizon-Free… Panel 4B-4: Rapidly Mixing Multiple-try… & On-Demand Sampling: Learning…

Time	Virtual
Thu Dec 08, 2022
05:00 AM (Competitions)	Weather4cast - Super-Resolution Rain Movie Prediction under Spatio-temporal Shifts
11:00 AM (Socials)	How to negotiate industry offers
11:15 AM (Panels)	Panel 5A-1: Precise Regret Bounds… & Bayesian inference via… Panel 5B-1: Convergence for score-based… & Learning (Very) Simple…
11:45 AM (Panels)	Panel 5A-2: Causal Identification under… & Markovian Interference in… Panel 5B-2: Training and Inference… & Elucidating the Design…
12:15 PM (Panels)	Panel 5A-3: Active Surrogate Estimators:… & DaDA: Distortion-aware Domain… Panel 5B-3: Leveraging Factored Action… & Skills Regularized Task…
12:45 PM (Panels)	Panel 5A-4: Uni[MASK]: Unified Inference… & Model-Based Offline Reinforcement… Panel 5B-4: Predictive Querying for… & On the difficulty…
03:00 PM (Competitions)	Too many events to display and no session is defined.
07:15 PM (Panels)	Panel 6A-1: Exploring Example Influence… & Training Spiking Neural… Panel 6B-1: Moment Distributionally Robust… & Public Wisdom Matters!…
07:45 PM (Panels)	Panel 6A-2: Characterizing the Ventral… & Efficient coding, channel… Panel 6B-2: Depth is More… & Benign Overfitting in…
08:15 PM (Panels)	Panel 6A-3: Untargeted Backdoor Watermark:… & Handcrafted Backdoors in… Panel 6B-3: Exponential Family Model-Based… & Deep Generalized Schrödinger…
08:45 PM (Panels)	Panel 6A-4: Empirical Gateaux Derivatives… & Practical Adversarial Multivalid…
01:00 AM (Workshops)	Vision Transformers: Theory and applications

Time	Virtual
Fri Dec 09, 2022
03:00 AM (Workshops)	Challenges in Deploying and Monitoring Machine Learning Systems
06:00 AM (Workshops)	The Symbiosis of Deep Learning and Differential Equations II Workshop on neuro Causal and Symbolic AI (nCSI)
06:30 AM (Workshops)	Learning Meaningful Representations of Life
07:00 AM (Workshops)	HCAI@NeurIPS 2022, Human Centered AI
08:40 AM (Workshops)	Empowering Communities: A Participatory Approach to AI for Mental Health
08:45 AM (Workshops)	Trustworthy and Socially Responsible Machine Learning
08:50 AM (Workshops)	Graph Learning for Industrial Applications: Finance, Crime Detection, Medicine and Social Media
09:00 AM (Workshops)	Tackling Climate Change with Machine Learning Workshop on Machine Learning Safety 5th Robot Learning Workshop: Trustworthy Robotics
09:15 AM (Workshops)	Workshop on Machine Learning for Creativity and Design
10:25 AM (Workshops)	Deep Reinforcement Learning Workshop
11:00 AM (Workshops)	Cultures of AI and AI for Culture

Sun Nov 27, 2022

Mon Nov 28, 2022

Tue Nov 29, 2022

Wed Nov 30, 2022

Thu Dec 01, 2022

Fri Dec 02, 2022

Sat Dec 03, 2022

Mon Dec 05, 2022

Tue Dec 06, 2022

Wed Dec 07, 2022

Thu Dec 08, 2022

Fri Dec 09, 2022