2025
ReadMe.LLM: A Framework to Help LLMs Understand Your Library.
CoRR, April, 2025
Provable weak-to-strong generalization via benign overfitting.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
2024
Can Custom Models Learn In-Context? An Exploration of Hybrid Architecture Performance on In-Context Learning Tasks.
CoRR, 2024
Polynomial Regression as a Task for Understanding In-context Learning Through Finetuning and Alignment.
CoRR, 2024
From Foe to Friend: The Surprising Turn of Mega Constellations in Radio Astronomy.
Proceedings of the 23rd ACM Workshop on Hot Topics in Networks, 2024
Automatic Indoor-Outdoor Detection Using Signals of Opportunity.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2024
Towards Data-Driven Policies in Spectrum Management.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2024
Using Signals of Opportunity to Establish Trust in Distributed Spectrum Monitoring Systems.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2024
2023
Precise asymptotic generalization for multiclass classification with overparameterized linear models.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Lower Bounds for Multiclass Classification with Overparameterized Linear Models.
Proceedings of the IEEE International Symposium on Information Theory, 2023
Automatic Calibration in Crowd-sourced Network of Spectrum Sensors.
Proceedings of the 22nd ACM Workshop on Hot Topics in Networks, 2023
2022
Generalization for multiclass classification with overparameterized linear models.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
2021
Classification vs regression in overparameterized regimes: Does the loss function matter?
J. Mach. Learn. Res., 2021
Classification and Adversarial examples in an Overparameterized Linear Model: A Signal Processing Perspective.
CoRR, 2021
2020
Learning Physical-Layer Communication With Quantized Feedback.
IEEE Trans. Commun., 2020
Harmless Interpolation of Noisy Data in Regression.
IEEE J. Sel. Areas Inf. Theory, 2020
On the Impossibility of Convergence of Mixed Strategies with No Regret Learning.
CoRR, 2020
Blind Interactive Learning of Modulation Schemes: Multi-Agent Cooperation Without Co-Design.
IEEE Access, 2020
Undergraduate-Led Survey Class to Improve CS Education for New Students.
Proceedings of the 51st ACM Technical Symposium on Computer Science Education, 2020
Wireless Channel Dynamics for Relay Selection under Ultra-Reliable Low-Latency Communication.
Proceedings of the 31st IEEE Annual International Symposium on Personal, 2020
2019
IEEE Trans. Inf. Theory, 2019
Wireless Channel Dynamics and Robustness for Ultra-Reliable Low-Latency Communications.
IEEE J. Sel. Areas Commun., 2019
Learning to Communicate in a Noisy Environment.
CoRR, 2019
Monitoring Under-Modeled Rare Events for URLLC.
Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019
Harmless interpolation of noisy data in regression.
Proceedings of the IEEE International Symposium on Information Theory, 2019
Robust Commitments and Partial Reputation.
Proceedings of the 2019 ACM Conference on Economics and Computation, 2019
Learning to Communicate with Limited Co-design.
Proceedings of the 57th Annual Allerton Conference on Communication, 2019
Best of many worlds: Robust model selection for online supervised learning.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
2018
Network Coding for Real-time Wireless Communication for Automation.
CoRR, 2018
Cooperative Multi-Agent Reinforcement Learning for Low-Level Wireless Communication.
CoRR, 2018
Predicting Wireless Channels for Ultra-Reliable Low-Latency Communications.
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018
Some new numeric results concerning the Witsenhausen Counterexample.
Proceedings of the 56th Annual Allerton Conference on Communication, 2018
2017
Real-Time Cooperative Communication for Automation Over Wireless.
IEEE Trans. Wirel. Commun., 2017
Fundamental Limits on Ex-Post Enforcement and Implications for Spectrum Rights.
IEEE Trans. Cogn. Commun. Netw., 2017
Layered black-box, behavioral interconnection perspective and applications to the problem of communication with fidelity criteria, Part II: stationary sources satisfying ψ-mixing criterion.
CoRR, 2017
Layered black-box, behavioral interconnection perspective and applications to the problem of communication with fidelity criteria, Part I: i.i.d. sources.
CoRR, 2017
Layered black-box, behavioral interconnection perspective and applications to problems in communications, Part II: stationary sources satisfying $\psi$-mixing criterion.
Commun. Inf. Syst., 2017
Layered black-box, behavioral interconnection perspective and applications to problems in communications, Part I: i.i.d. sources.
Commun. Inf. Syst., 2017
Commitment in regulatory spectrum games: Examining the first-player advantage.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017
2016
Cooperative Communication for Control over Wireless.
CoRR, 2016
Network coding for high-reliability low-latency wireless control.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2016
Robustness of cooperative communication schemes to channel models.
Proceedings of the IEEE International Symposium on Information Theory, 2016
Control with actuation anticipation.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
Finite block length coding for low-latency high-reliability wireless communication.
Proceedings of the 54th Annual Allerton Conference on Communication, 2016
2015
On Haroutunian's Exponent for Parallel Channels and an Application to Fixed-Delay Codes Without Feedback.
IEEE Trans. Inf. Theory, 2015
Information Embedding and the Triple Role of Control.
IEEE Trans. Inf. Theory, 2015
Cooperative communication for high-reliability low-latency wireless control.
Proceedings of the 2015 IEEE International Conference on Communications, 2015
Whitespaces after the USA's TV incentive auction: A spectrum reallocation case study.
Proceedings of the 2015 IEEE International Conference on Communications, 2015
A more general whitespace architecture: refactoring the master-client paradigm.
Proceedings of the 2015 IEEE International Conference on Communications, 2015
Whitespace evaluation software (WEST) and its applications to whitespace in Canada and Australia.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2015
Vector control systems with unpredictable actuation.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015
2014
Lossless Coding for Distributed Streaming Sources.
IEEE Trans. Inf. Theory, 2014
Side-information in control and estimation.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014
Design of a low-latency, high-reliability wireless communication system for control applications.
Proceedings of the IEEE International Conference on Communications, 2014
The need for a new model of trust in spectrum and the case for spectrum jails.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2014
GSM whitespaces: An opportunity for rural cellular service.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2014
Allowing sensing as a supplement: An approach to the weakly-localized whitespace device problem.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2014
2013
Approximately Optimal Solutions to the Finite-Dimensional Witsenhausen Counterexample.
IEEE Trans. Autom. Control., 2013
Linear Function Computation in Networks: Duality and Constant Gap Results.
IEEE J. Sel. Areas Commun., 2013
A universal, operational theory of unicast multi-user communication with fidelity criteria
CoRR, 2013
Network Coding meets Decentralized Control: Network Linearization and Capacity-Stabilizablilty Equivalence.
CoRR, 2013
Intermittent Kalman filtering with adversarial erasures: Eigenvalue cycles again.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
A geometric slicing lower bound for average-cost dynamic programming.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
Non-coherence in estimation and control.
Proceedings of the 51st Annual Allerton Conference on Communication, 2013
Queue length as an implicit communication channel.
Proceedings of the 51st Annual Allerton Conference on Communication, 2013
2012
Comments on unknown channels.
Proceedings of the 2012 IEEE Information Theory Workshop, 2012
Securing inductively-coupled communication.
Proceedings of the 2012 Information Theory and Applications Workshop, 2012
Carry-free models and beyond.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012
Fundamental limits on the power consumption of encoding and decoding.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012
Should primaries be considered victims or police?
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2012
Seeing the bigger picture: Context-aware regulations.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2012
It may be "easier to approximate" decentralized infinite-horizon LQG problems.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
2011
The Source Coding Game With a Cheating Switcher.
IEEE Trans. Inf. Theory, 2011
Towards a Communication-Theoretic Understanding of System-Level Power Consumption.
IEEE J. Sel. Areas Commun., 2011
Unified space-time metrics to evaluate spectrum sensing.
IEEE Commun. Mag., 2011
"Green codes with short wires at the decoder: Fundamental limits and constructions".
Proceedings of the Information Theory and Applications Workshop, 2011
Implicit communication in multiple-access settings.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011
An algebraic mincut-maxflow theorem.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011
An improvement to the Haroutunian bound for anytime coding systems.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011
The "source-simplification" aspect of signaling.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011
Near vs. Far Field: Interference Aggregation in TV Whitespaces.
Proceedings of the Global Communications Conference, 2011
Simple models for power optimization across transmission, equalization and decoding.
Proceedings of the 19th European Signal Processing Conference, 2011
Fundamental bounds on the interconnect complexity of decoder implementations.
Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011
Network coding meets decentralized control: Capacity-stabilizabililty equivalence.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
Intermittent Kalman filtering: Eigenvalue cycles and nonuniform sampling.
Proceedings of the American Control Conference, 2011
Function computation in networks: Duality and constant gap results.
Proceedings of the 49th Annual Allerton Conference on Communication, 2011
Information theory meets circuit design: Why capacity-approaching codes require more chip area and power.
Proceedings of the 49th Annual Allerton Conference on Communication, 2011
2010
Zero-rate feedback can achieve the empirical capacity.
IEEE Trans. Inf. Theory, 2010
Information embedding meets distributed control
CoRR, 2010
An upper bound for the block coding error exponent with delayed feedback.
Proceedings of the IEEE International Symposium on Information Theory, 2010
Shannon meets Tesla: Wireless information and power transfer.
Proceedings of the IEEE International Symposium on Information Theory, 2010
Distributed signal cancelation inspired by Witsenhausen's counterexample.
Proceedings of the IEEE International Symposium on Information Theory, 2010
Information-theoretic tradeoffs of throughput and chip power consumption for decoding error-correcting codes.
Proceedings of the IEEE International Symposium on Information Theory, 2010
Is Witsenhausen's counterexample a relevant toy?
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Implicit and explicit communication in decentralized control.
Proceedings of the 48th Annual Allerton Conference on Communication, 2010
2009
Cognitive Radios for Spectrum Sharing [Applications Corner].
IEEE Signal Process. Mag., 2009
What is a Spectrum Hole and What Does it Take to Recognize One?
Proc. IEEE, 2009
Equivalence perspectives in communication, source-channel connections and universal source-channel separation
CoRR, 2009
A technical framework for light- handed regulation of cognitive radios.
IEEE Commun. Mag., 2009
The finite-dimensional Witsenhausen counterexample.
Proceedings of the 7th International Symposium on Modeling and Optimization in Mobile, 2009
Time-division multiplexing for green broadcasting.
Proceedings of the IEEE International Symposium on Information Theory, 2009
A constant-factor approximately optimal solution to the Witsenhausen counterexample.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
2008
Why Do Block Length and Delay Behave Differently if Feedback Is Present?
IEEE Trans. Inf. Theory, 2008
SNR Walls for Signal Detection.
IEEE J. Sel. Top. Signal Process., 2008
Variable-length channel coding with noisy feedback.
Eur. Trans. Telecommun., 2008
The price of certainty: "waterslide curves" and the gap to capacity
CoRR, 2008
The "hallucination" bound for the BSC.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008
On the uniform continuity of the rate-distortion function.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008
Lossy compression of active sources.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008
Green codes: Energy-efficient short-range communication.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008
Trade-off of lossless source coding error exponents.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008
A vector version of witsenhausen's counterexample: A convergence of control, communication and computation.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
Crime and Punishment for Cognitive Radios.
Proceedings of the 46th Annual Allerton Conference on Communication, 2008
Incentivizing anonymous "peer-to-peer" reviews.
Proceedings of the 46th Annual Allerton Conference on Communication, 2008
Overcoming SNR walls through macroscale features.
Proceedings of the 46th Annual Allerton Conference on Communication, 2008
Codes to unmask spectrum violators in cognitive radio systems.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
2007
Sequential decoding for lossless streaming source coding with side information
CoRR, 2007
What is needed to exploit knowledge of primary transmissions?
CoRR, 2007
The price of ignorance: The impact of side-information on delay for lossless source-coding
CoRR, 2007
Balancing forward and feedback error correction for erasure channels with unreliable feedback
CoRR, 2007
Limited feedback achieves the empirical capacity
CoRR, 2007
Universal Anytime Coding.
Proceedings of the 5th International Symposium on Modeling and Optimization in Mobile, 2007
Writing on Rayleigh faded dirt: a computable upper bound to the outage capacity.
Proceedings of the IEEE International Symposium on Information Theory, 2007
Using zero-rate feedback on binary additive channels with individual noise sequences.
Proceedings of the IEEE International Symposium on Information Theory, 2007
Delay-Constrained Source Coding for a Peak Distortion Measure.
Proceedings of the IEEE International Symposium on Information Theory, 2007
Energy Efficient Inverse Power Control for a Cognitive Radio Link.
Proceedings of the 2nd International ICST Conference on Cognitive Radio Oriented Wireless Networks and Communications, 2007
Universal Quadratic Lower Bounds on Source Coding Error Exponents.
Proceedings of the 41st Annual Conference on Information Sciences and Systems, 2007
2006
The Necessity and Sufficiency of Anytime Capacity for Stabilization of a Linear System Over a Noisy Communication Link - Part I: Scalar Systems.
IEEE Trans. Inf. Theory, 2006
Cramér-Rao-Type Bounds for Localization.
EURASIP J. Adv. Signal Process., 2006
Anytime coding on the infinite bandwidth AWGN channel: A sequential semi-orthogonal optimal code
CoRR, 2006
The necessity and sufficiency of anytime capacity for stabilization of a linear system over a noisy communication link, Part II: vector systems
CoRR, 2006
Source coding and channel requirements for unstable processes
CoRR, 2006
Coding into a source: a direct inverse Rate-Distortion theorem
CoRR, 2006
Stabilization using both noisy and noiseless feedback
CoRR, 2006
How to beat the sphere-packing bound with feedback
CoRR, 2006
Why block-length and delay are not the same thing
CoRR, 2006
The error exponent with delay for lossless source coding.
Proceedings of the 2006 IEEE Information Theory Workshop, 2006
Is interference like noise when you know its codebook?
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006
Noisy feedback improves communication reliability.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006
Upper Bound on Error Exponents with Delay for Lossless Source Coding with Side-Information.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006
Cooperative Sensing among Cognitive Radios.
Proceedings of IEEE International Conference on Communications, 2006
2005
Boosting reliability over AWGN networks with average power constraints and noiseless feedback.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005
Anytime communication over the Gilbert-Eliot channel with noiseless feedback.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005
Discriminatory source coding for a noiseless broadcast channel.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005
Sequential random binning for streaming distributed source coding.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005
Sequential Source Coding: An optimization viewpoint.
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005
2004
Stochastic linear control over a communication channel.
IEEE Trans. Autom. Control., 2004
Estimation bounds for localization.
Proceedings of the First Annual IEEE Communications Society Conference on Sensor and Ad Hoc Communications and Networks, 2004
On the variable-delay reliability function of discrete memoryless channels with access to noisy feedback.
Proceedings of the 2004 IEEE Information Theory Workshop, 2004
Coding unstable scalar Markov processes into two streams.
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004
The necessity and sufficiency of anytime capacity for control over a noisy communication link.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004
2001
Anytime information theory.
PhD thesis, 2001
2000
Evaluating channels for control: capacity reconsidered.
Proceedings of the American Control Conference, 2000